Dataset statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Number of variables | 18 | 18 |
| Number of observations | 18152 | 19714 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 0 | 0 |
| Duplicate rows (%) | 0.0% | 0.0% |
| Total size in memory | 3.1 MiB | 3.4 MiB |
| Average record size in memory | 181.1 B | 178.8 B |
Variable types
| AB Control Group | AB Test Group | |
|---|---|---|
| Numeric | 7 | 7 |
| Categorical | 11 | 11 |
| AB Control Group | AB Test Group | |
|---|---|---|
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
Reproduction
| AB Control Group | AB Test Group | |
|---|---|---|
| Analysis started | 2023-04-12 15:14:51.153894 | 2023-04-12 15:15:01.558087 |
| Analysis finished | 2023-04-12 15:15:01.552320 | 2023-04-12 15:15:12.525959 |
| Duration | 10.4 seconds | 10.97 seconds |
| Software version | pandas-profiling vv3.5.0 | pandas-profiling vv3.5.0 |
| Download configuration | config.json | config.json |
Unnamed: 0
Real number (ℝ)
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 18152 | 19714 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 25069.439 | 24976.086 |
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 6 | 1 |
| Maximum | 49998 | 49997 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
Quantile statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 6 | 1 |
| 5-th percentile | 2520.75 | 2529.25 |
| Q1 | 12560.75 | 12446 |
| median | 25044.5 | 25010.5 |
| Q3 | 37692.25 | 37520.5 |
| 95-th percentile | 47539.45 | 47523.4 |
| Maximum | 49998 | 49997 |
| Range | 49992 | 49996 |
| Interquartile range (IQR) | 25131.5 | 25074.5 |
Descriptive statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Standard deviation | 14457.949 | 14458.201 |
| Coefficient of variation (CV) | 0.57671609 | 0.57888175 |
| Kurtosis | -1.2094048 | -1.2011153 |
| Mean | 25069.439 | 24976.086 |
| Median Absolute Deviation (MAD) | 12570 | 12532.5 |
| Skewness | -0.00016563059 | 0.0028708418 |
| Sum | 4.5506046 × 108 | 4.9237856 × 108 |
| Variance | 2.0903229 × 108 | 2.0903956 × 108 |
| Monotonicity | Strictly increasing | Strictly increasing |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 33503 | 1 | < 0.1% |
| 33522 | 1 | < 0.1% |
| 33520 | 1 | < 0.1% |
| 33519 | 1 | < 0.1% |
| 33508 | 1 | < 0.1% |
| 33506 | 1 | < 0.1% |
| 33504 | 1 | < 0.1% |
| 33497 | 1 | < 0.1% |
| 33533 | 1 | < 0.1% |
| Other values (18142) | 18142 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 33247 | 1 | < 0.1% |
| 33269 | 1 | < 0.1% |
| 33256 | 1 | < 0.1% |
| 33255 | 1 | < 0.1% |
| 33254 | 1 | < 0.1% |
| 33253 | 1 | < 0.1% |
| 33250 | 1 | < 0.1% |
| 33249 | 1 | < 0.1% |
| 33244 | 1 | < 0.1% |
| Other values (19704) | 19704 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 7 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 18 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 22 | 1 | |
| 25 | 1 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 33 | 1 | |
| 35 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 33 | 1 | |
| 35 | 1 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 7 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 18 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 22 | 1 | |
| 25 | 1 | |
| 30 | 1 |
date_crawled
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 5601 | 5950 |
| Distinct (%) | 30.9% | 30.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| 2016-03-25 16:56 | 11 |
|---|---|
| 2016-03-27 19:46 | 11 |
| 2016-03-08 11:51 | 11 |
| 2016-03-12 15:52 | 11 |
| 2016-03-31 16:48 | 11 |
| Other values (5596) |
| 2016-03-30 19:50 | 13 |
|---|---|
| 2016-03-05 19:49 | 11 |
| 2016-03-16 11:45 | 11 |
| 2016-03-31 20:48 | 11 |
| 2016-03-25 13:55 | 11 |
| Other values (5945) |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 16 | 16 |
| Median length | 16 | 16 |
| Mean length | 15.864918 | 15.872629 |
| Min length | 15 | 15 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 287980 | 312913 |
| Distinct characters | 13 | 13 |
| Distinct categories | 4 | 4 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 1241 | 1283 ? |
| Unique (%) | 6.8% | 6.5% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | 2016-03-23 19:43 | 2016-04-02 14:51 |
| 2nd row | 2016-03-12 13:46 | 2016-03-19 18:36 |
| 3rd row | 2016-03-22 14:50 | 2016-03-09 20:59 |
| 4th row | 2016-04-04 11:50 | 2016-03-26 15:55 |
| 5th row | 2016-03-22 11:59 | 2016-03-29 14:47 |
Common Values
| Value | Count | Frequency (%) |
| 2016-03-25 16:56 | 11 | 0.1% |
| 2016-03-27 19:46 | 11 | 0.1% |
| 2016-03-08 11:51 | 11 | 0.1% |
| 2016-03-12 15:52 | 11 | 0.1% |
| 2016-03-31 16:48 | 11 | 0.1% |
| 2016-03-31 19:55 | 10 | 0.1% |
| 2016-03-07 19:41 | 10 | 0.1% |
| 2016-03-12 15:43 | 10 | 0.1% |
| 2016-04-05 0:37 | 10 | 0.1% |
| 2016-04-04 13:52 | 10 | 0.1% |
| Other values (5591) | 18047 |
| Value | Count | Frequency (%) |
| 2016-03-30 19:50 | 13 | 0.1% |
| 2016-03-05 19:49 | 11 | 0.1% |
| 2016-03-16 11:45 | 11 | 0.1% |
| 2016-03-31 20:48 | 11 | 0.1% |
| 2016-03-25 13:55 | 11 | 0.1% |
| 2016-04-02 23:51 | 11 | 0.1% |
| 2016-04-01 20:54 | 11 | 0.1% |
| 2016-03-12 17:43 | 10 | 0.1% |
| 2016-03-12 12:45 | 10 | 0.1% |
| 2016-03-19 18:38 | 10 | 0.1% |
| Other values (5940) | 19605 |
Length
Common Values (Plot)
AB Control Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)AB Test Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)| Value | Count | Frequency (%) |
| 2016-03-15 | 975 | 2.7% |
| 2016-03-22 | 876 | 2.4% |
| 2016-03-31 | 817 | 2.3% |
| 2016-03-21 | 803 | 2.2% |
| 2016-04-03 | 796 | 2.2% |
| 2016-03-26 | 767 | 2.1% |
| 2016-03-28 | 747 | 2.1% |
| 2016-03-07 | 724 | 2.0% |
| 2016-03-14 | 715 | 2.0% |
| 2016-03-29 | 679 | 1.9% |
| Other values (679) | 28405 |
| Value | Count | Frequency (%) |
| 2016-03-20 | 1082 | 2.7% |
| 2016-03-09 | 923 | 2.3% |
| 2016-04-04 | 881 | 2.2% |
| 2016-04-01 | 852 | 2.2% |
| 2016-03-25 | 831 | 2.1% |
| 2016-03-19 | 819 | 2.1% |
| 2016-03-23 | 807 | 2.0% |
| 2016-03-11 | 793 | 2.0% |
| 2016-03-12 | 777 | 2.0% |
| 2016-04-02 | 764 | 1.9% |
| Other values (734) | 30899 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47696 | |
| 1 | 40973 | |
| - | 36304 | |
| 2 | 34012 | |
| 3 | 24987 | |
| 6 | 24152 | |
| 18152 | 6.3% | |
| : | 18152 | 6.3% |
| 5 | 13922 | 4.8% |
| 4 | 12656 | 4.4% |
| Other values (3) | 16974 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 53098 | |
| 1 | 45344 | |
| - | 39428 | |
| 2 | 37150 | |
| 3 | 26106 | |
| 6 | 25522 | |
| 19714 | 6.3% | |
| : | 19714 | 6.3% |
| 4 | 14684 | 4.7% |
| 5 | 14084 | 4.5% |
| Other values (3) | 18069 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 215372 | |
| Dash Punctuation | 36304 | 12.6% |
| Space Separator | 18152 | 6.3% |
| Other Punctuation | 18152 | 6.3% |
| Value | Count | Frequency (%) |
| Decimal Number | 234057 | |
| Dash Punctuation | 39428 | 12.6% |
| Space Separator | 19714 | 6.3% |
| Other Punctuation | 19714 | 6.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47696 | |
| 1 | 40973 | |
| 2 | 34012 | |
| 3 | 24987 | |
| 6 | 24152 | |
| 5 | 13922 | 6.5% |
| 4 | 12656 | 5.9% |
| 7 | 6098 | 2.8% |
| 8 | 5543 | 2.6% |
| 9 | 5333 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 53098 | |
| 1 | 45344 | |
| 2 | 37150 | |
| 3 | 26106 | |
| 6 | 25522 | |
| 4 | 14684 | 6.3% |
| 5 | 14084 | 6.0% |
| 7 | 6216 | 2.7% |
| 8 | 5998 | 2.6% |
| 9 | 5855 | 2.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 36304 |
| Value | Count | Frequency (%) |
| - | 39428 |
Space Separator
| Value | Count | Frequency (%) |
| 18152 |
| Value | Count | Frequency (%) |
| 19714 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 18152 |
| Value | Count | Frequency (%) |
| : | 19714 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 287980 |
| Value | Count | Frequency (%) |
| Common | 312913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47696 | |
| 1 | 40973 | |
| - | 36304 | |
| 2 | 34012 | |
| 3 | 24987 | |
| 6 | 24152 | |
| 18152 | 6.3% | |
| : | 18152 | 6.3% |
| 5 | 13922 | 4.8% |
| 4 | 12656 | 4.4% |
| Other values (3) | 16974 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 53098 | |
| 1 | 45344 | |
| - | 39428 | |
| 2 | 37150 | |
| 3 | 26106 | |
| 6 | 25522 | |
| 19714 | 6.3% | |
| : | 19714 | 6.3% |
| 4 | 14684 | 4.7% |
| 5 | 14084 | 4.5% |
| Other values (3) | 18069 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 287980 |
| Value | Count | Frequency (%) |
| ASCII | 312913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47696 | |
| 1 | 40973 | |
| - | 36304 | |
| 2 | 34012 | |
| 3 | 24987 | |
| 6 | 24152 | |
| 18152 | 6.3% | |
| : | 18152 | 6.3% |
| 5 | 13922 | 4.8% |
| 4 | 12656 | 4.4% |
| Other values (3) | 16974 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 53098 | |
| 1 | 45344 | |
| - | 39428 | |
| 2 | 37150 | |
| 3 | 26106 | |
| 6 | 25522 | |
| 19714 | 6.3% | |
| : | 19714 | 6.3% |
| 4 | 14684 | 4.7% |
| 5 | 14084 | 4.5% |
| Other values (3) | 18069 | 5.8% |
car_name
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 14695 | 15745 |
| Distinct (%) | 81.0% | 79.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| BMW_318i | 51 |
|---|---|
| Volkswagen_Golf_1.4 | 37 |
| BMW_320i | 34 |
| BMW_316i | 29 |
| Volkswagen_Polo | 27 |
| Other values (14690) |
| Volkswagen_Golf_1.4 | 53 |
|---|---|
| BMW_318i | 41 |
| BMW_320i | 37 |
| BMW_116i | 35 |
| Volkswagen_Polo_1.2 | 35 |
| Other values (15740) |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 68 | 67 |
| Median length | 48 | 47 |
| Mean length | 32.751157 | 32.699959 |
| Min length | 6 | 6 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 594499 | 644647 |
| Distinct characters | 101 | 105 |
| Distinct categories | 9 | 14 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 2 | 2 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 13319 | 14202 ? |
| Unique (%) | 73.4% | 72.0% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | Ford_Mondeo_V6_170_PS | Astra_G_Cabrio_Turbo_235_PS |
| 2nd row | BMW_320d_DPF_Touring | Fiat_Grande_Punto_1.2_8V__MIT_2_JAHREN_GARANTIE |
| 3rd row | Hyundai_i30_1.6_CRDi_Edition_20 | Volvo_XC60_D5_AWD_Aut. |
| 4th row | Mercedes_Benz_E_320_T_CDI_Avantgarde__Vollausstattung | Kombi_Technisch_super_in_Schuss |
| 5th row | BMW_120d_DPF_Bus._Navi__Harman&Kardon__Schiebedach | Audi_A4_1.9_TDI_quattro_Delphingrau |
Common Values
| Value | Count | Frequency (%) |
| BMW_318i | 51 | 0.3% |
| Volkswagen_Golf_1.4 | 37 | 0.2% |
| BMW_320i | 34 | 0.2% |
| BMW_316i | 29 | 0.2% |
| Volkswagen_Polo | 27 | 0.1% |
| Opel_Corsa_1.0_12V | 26 | 0.1% |
| Opel_Corsa | 25 | 0.1% |
| Volkswagen_Golf_1.6 | 24 | 0.1% |
| MINI_Mini_One | 24 | 0.1% |
| Audi_A6_Avant_2.5_TDI | 23 | 0.1% |
| Other values (14685) | 17852 |
| Value | Count | Frequency (%) |
| Volkswagen_Golf_1.4 | 53 | 0.3% |
| BMW_318i | 41 | 0.2% |
| BMW_320i | 37 | 0.2% |
| BMW_116i | 35 | 0.2% |
| Volkswagen_Polo_1.2 | 35 | 0.2% |
| Volkswagen_Polo | 34 | 0.2% |
| BMW_316i | 32 | 0.2% |
| Opel_Corsa | 30 | 0.2% |
| Volkswagen_Golf | 30 | 0.2% |
| Volkswagen_Golf_1.6 | 27 | 0.1% |
| Other values (15735) | 19360 |
Length
Common Values (Plot)
AB Control Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)AB Test Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)| Value | Count | Frequency (%) |
| bmw_318i | 51 | 0.3% |
| volkswagen_golf_1.4 | 37 | 0.2% |
| bmw_320i | 34 | 0.2% |
| bmw_316i | 30 | 0.2% |
| opel_corsa | 29 | 0.2% |
| ford_fiesta | 27 | 0.1% |
| volkswagen_polo | 27 | 0.1% |
| opel_corsa_1.0_12v | 27 | 0.1% |
| volkswagen_golf_1.6 | 24 | 0.1% |
| mini_mini_one | 24 | 0.1% |
| Other values (14496) | 17842 |
| Value | Count | Frequency (%) |
| volkswagen_golf_1.4 | 53 | 0.3% |
| bmw_318i | 41 | 0.2% |
| bmw_320i | 37 | 0.2% |
| bmw_116i | 36 | 0.2% |
| volkswagen_polo_1.2 | 35 | 0.2% |
| volkswagen_polo | 34 | 0.2% |
| opel_corsa | 33 | 0.2% |
| bmw_316i | 32 | 0.2% |
| volkswagen_golf | 30 | 0.2% |
| ford_fiesta | 28 | 0.1% |
| Other values (15500) | 19355 |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 93532 | 15.7% |
| e | 38504 | 6.5% |
| a | 29288 | 4.9% |
| o | 25800 | 4.3% |
| i | 24515 | 4.1% |
| t | 22492 | 3.8% |
| n | 21810 | 3.7% |
| r | 21399 | 3.6% |
| l | 17125 | 2.9% |
| u | 15619 | 2.6% |
| Other values (91) | 284415 |
| Value | Count | Frequency (%) |
| _ | 101485 | 15.7% |
| e | 41588 | 6.5% |
| a | 31812 | 4.9% |
| o | 28242 | 4.4% |
| i | 27092 | 4.2% |
| t | 24884 | 3.9% |
| n | 23846 | 3.7% |
| r | 23089 | 3.6% |
| l | 18598 | 2.9% |
| u | 16993 | 2.6% |
| Other values (95) | 307018 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 309864 | |
| Uppercase Letter | 120884 | 20.3% |
| Connector Punctuation | 93532 | 15.7% |
| Decimal Number | 54408 | 9.2% |
| Other Punctuation | 15240 | 2.6% |
| Math Symbol | 509 | 0.1% |
| Control | 50 | < 0.1% |
| Modifier Symbol | 10 | < 0.1% |
| Other Number | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 337529 | |
| Uppercase Letter | 129659 | 20.1% |
| Connector Punctuation | 101485 | 15.7% |
| Decimal Number | 59214 | 9.2% |
| Other Punctuation | 16181 | 2.5% |
| Math Symbol | 482 | 0.1% |
| Control | 62 | < 0.1% |
| Modifier Symbol | 27 | < 0.1% |
| Other Number | 3 | < 0.1% |
| Other Symbol | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
Most frequent character per category
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 93532 |
| Value | Count | Frequency (%) |
| _ | 101485 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 38504 | |
| a | 29288 | 9.5% |
| o | 25800 | 8.3% |
| i | 24515 | 7.9% |
| t | 22492 | 7.3% |
| n | 21810 | 7.0% |
| r | 21399 | 6.9% |
| l | 17125 | 5.5% |
| u | 15619 | 5.0% |
| s | 15385 | 5.0% |
| Other values (22) | 77927 |
| Value | Count | Frequency (%) |
| e | 41588 | |
| a | 31812 | 9.4% |
| o | 28242 | 8.4% |
| i | 27092 | 8.0% |
| t | 24884 | 7.4% |
| n | 23846 | 7.1% |
| r | 23089 | 6.8% |
| l | 18598 | 5.5% |
| u | 16993 | 5.0% |
| s | 16561 | 4.9% |
| Other values (21) | 84824 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11936 | |
| 0 | 10402 | |
| 2 | 8869 | |
| 6 | 4721 | 8.7% |
| 3 | 4624 | 8.5% |
| 4 | 3940 | 7.2% |
| 5 | 3217 | 5.9% |
| 8 | 2755 | 5.1% |
| 7 | 2209 | 4.1% |
| 9 | 1735 | 3.2% |
| Value | Count | Frequency (%) |
| 1 | 12995 | |
| 0 | 11329 | |
| 2 | 9666 | |
| 6 | 5087 | 8.6% |
| 3 | 4932 | 8.3% |
| 4 | 4356 | 7.4% |
| 5 | 3571 | 6.0% |
| 8 | 2993 | 5.1% |
| 7 | 2301 | 3.9% |
| 9 | 1984 | 3.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 11223 | 9.3% |
| A | 9653 | 8.0% |
| S | 8334 | 6.9% |
| V | 8320 | 6.9% |
| C | 8249 | 6.8% |
| M | 7285 | 6.0% |
| D | 7126 | 5.9% |
| I | 6363 | 5.3% |
| P | 5961 | 4.9% |
| B | 5479 | 4.5% |
| Other values (22) | 42891 |
| Value | Count | Frequency (%) |
| T | 11863 | 9.1% |
| A | 10482 | 8.1% |
| S | 8980 | 6.9% |
| V | 8939 | 6.9% |
| C | 8744 | 6.7% |
| M | 7967 | 6.1% |
| D | 7753 | 6.0% |
| I | 6852 | 5.3% |
| P | 6462 | 5.0% |
| B | 6078 | 4.7% |
| Other values (20) | 45539 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10478 | |
| / | 1960 | 12.9% |
| ! | 1565 | 10.3% |
| * | 653 | 4.3% |
| " | 239 | 1.6% |
| & | 169 | 1.1% |
| ? | 67 | 0.4% |
| : | 53 | 0.3% |
| ; | 37 | 0.2% |
| # | 8 | 0.1% |
| Other values (4) | 11 | 0.1% |
| Value | Count | Frequency (%) |
| . | 11377 | |
| / | 1940 | 12.0% |
| ! | 1547 | 9.6% |
| * | 690 | 4.3% |
| " | 273 | 1.7% |
| & | 194 | 1.2% |
| ? | 59 | 0.4% |
| : | 45 | 0.3% |
| ; | 32 | 0.2% |
| # | 13 | 0.1% |
| Other values (3) | 11 | 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 376 | |
| | | 66 | 13.0% |
| ~ | 35 | 6.9% |
| > | 16 | 3.1% |
| < | 12 | 2.4% |
| = | 4 | 0.8% |
| Value | Count | Frequency (%) |
| + | 376 | |
| | | 56 | 11.6% |
| ~ | 37 | 7.7% |
| × | 6 | 1.2% |
| > | 4 | 0.8% |
| < | 2 | 0.4% |
| = | 1 | 0.2% |
Control
| Value | Count | Frequency (%) |
| | 38 | |
| | 5 | 10.0% |
| | 4 | 8.0% |
| | 3 | 6.0% |
| Value | Count | Frequency (%) |
| | 43 | |
| | 11 | 17.7% |
| | 7 | 11.3% |
| | 1 | 1.6% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ´ | 10 |
| Value | Count | Frequency (%) |
| ´ | 20 | |
| ^ | 5 | 18.5% |
| ` | 2 | 7.4% |
Other Number
| Value | Count | Frequency (%) |
| ³ | 2 |
| Value | Count | Frequency (%) |
| ³ | 3 |
Other Symbol
| Value | Count | Frequency (%) |
| ° | 1 |
Final Punctuation
| Value | Count | Frequency (%) |
| » | 1 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 1 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 430748 | |
| Common | 163751 | 27.5% |
| Value | Count | Frequency (%) |
| Latin | 467188 | |
| Common | 177459 | 27.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 93532 | |
| 1 | 11936 | 7.3% |
| . | 10478 | 6.4% |
| 0 | 10402 | 6.4% |
| 2 | 8869 | 5.4% |
| 6 | 4721 | 2.9% |
| 3 | 4624 | 2.8% |
| 4 | 3940 | 2.4% |
| 5 | 3217 | 2.0% |
| 8 | 2755 | 1.7% |
| Other values (27) | 9277 | 5.7% |
| Value | Count | Frequency (%) |
| _ | 101485 | |
| 1 | 12995 | 7.3% |
| . | 11377 | 6.4% |
| 0 | 11329 | 6.4% |
| 2 | 9666 | 5.4% |
| 6 | 5087 | 2.9% |
| 3 | 4932 | 2.8% |
| 4 | 4356 | 2.5% |
| 5 | 3571 | 2.0% |
| 8 | 2993 | 1.7% |
| Other values (34) | 9668 | 5.4% |
Latin
| Value | Count | Frequency (%) |
| e | 38504 | 8.9% |
| a | 29288 | 6.8% |
| o | 25800 | 6.0% |
| i | 24515 | 5.7% |
| t | 22492 | 5.2% |
| n | 21810 | 5.1% |
| r | 21399 | 5.0% |
| l | 17125 | 4.0% |
| u | 15619 | 3.6% |
| s | 15385 | 3.6% |
| Other values (54) | 198811 |
| Value | Count | Frequency (%) |
| e | 41588 | 8.9% |
| a | 31812 | 6.8% |
| o | 28242 | 6.0% |
| i | 27092 | 5.8% |
| t | 24884 | 5.3% |
| n | 23846 | 5.1% |
| r | 23089 | 4.9% |
| l | 18598 | 4.0% |
| u | 16993 | 3.6% |
| s | 16561 | 3.5% |
| Other values (51) | 214483 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 592856 | |
| None | 1643 | 0.3% |
| Value | Count | Frequency (%) |
| ASCII | 642911 | |
| None | 1736 | 0.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 93532 | 15.8% |
| e | 38504 | 6.5% |
| a | 29288 | 4.9% |
| o | 25800 | 4.4% |
| i | 24515 | 4.1% |
| t | 22492 | 3.8% |
| n | 21810 | 3.7% |
| r | 21399 | 3.6% |
| l | 17125 | 2.9% |
| u | 15619 | 2.6% |
| Other values (72) | 282772 |
| Value | Count | Frequency (%) |
| _ | 101485 | 15.8% |
| e | 41588 | 6.5% |
| a | 31812 | 4.9% |
| o | 28242 | 4.4% |
| i | 27092 | 4.2% |
| t | 24884 | 3.9% |
| n | 23846 | 3.7% |
| r | 23089 | 3.6% |
| l | 18598 | 2.9% |
| u | 16993 | 2.6% |
| Other values (75) | 305282 |
None
| Value | Count | Frequency (%) |
| Ü | 1335 | |
| ë | 173 | 10.5% |
| | 38 | 2.3% |
| é | 33 | 2.0% |
| Ä | 15 | 0.9% |
| ´ | 10 | 0.6% |
| Ö | 8 | 0.5% |
| | 5 | 0.3% |
| | 4 | 0.2% |
| è | 3 | 0.2% |
| Other values (9) | 19 | 1.2% |
| Value | Count | Frequency (%) |
| Ü | 1381 | |
| ë | 179 | 10.3% |
| é | 48 | 2.8% |
| | 43 | 2.5% |
| ´ | 20 | 1.2% |
| Ä | 15 | 0.9% |
| Ö | 13 | 0.7% |
| | 11 | 0.6% |
| | 7 | 0.4% |
| × | 6 | 0.3% |
| Other values (10) | 13 | 0.7% |
price_EUR
Real number (ℝ)
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 1559 | 1568 |
| Distinct (%) | 8.6% | 8.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 6874.776 | 6804.5481 |
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 500 | 500 |
| Maximum | 820000 | 600000 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
Quantile statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 500 | 500 |
| 5-th percentile | 700 | 700 |
| Q1 | 1750 | 1700 |
| median | 3950 | 3950 |
| Q3 | 8500 | 8599 |
| 95-th percentile | 21763.5 | 21500 |
| Maximum | 820000 | 600000 |
| Range | 819500 | 599500 |
| Interquartile range (IQR) | 6750 | 6899 |
Descriptive statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Standard deviation | 12661.817 | 10561.905 |
| Coefficient of variation (CV) | 1.8417789 | 1.5521832 |
| Kurtosis | 1550.2578 | 811.57384 |
| Mean | 6874.776 | 6804.5481 |
| Median Absolute Deviation (MAD) | 2700 | 2700 |
| Skewness | 29.539948 | 18.643861 |
| Sum | 1.2479093 × 108 | 1.3414486 × 108 |
| Variance | 1.6032161 × 108 | 1.1155384 × 108 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 500 | 260 | 1.4% |
| 1500 | 259 | 1.4% |
| 1200 | 231 | 1.3% |
| 2500 | 225 | 1.2% |
| 1000 | 219 | 1.2% |
| 3500 | 201 | 1.1% |
| 800 | 188 | 1.0% |
| 2000 | 184 | 1.0% |
| 650 | 168 | 0.9% |
| 4500 | 166 | 0.9% |
| Other values (1549) | 16051 |
| Value | Count | Frequency (%) |
| 1500 | 270 | 1.4% |
| 500 | 269 | 1.4% |
| 2500 | 251 | 1.3% |
| 1200 | 241 | 1.2% |
| 1000 | 208 | 1.1% |
| 800 | 197 | 1.0% |
| 3500 | 182 | 0.9% |
| 2000 | 179 | 0.9% |
| 999 | 176 | 0.9% |
| 600 | 172 | 0.9% |
| Other values (1558) | 17569 |
| Value | Count | Frequency (%) |
| 500 | 260 | |
| 501 | 1 | < 0.1% |
| 510 | 1 | < 0.1% |
| 520 | 1 | < 0.1% |
| 530 | 2 | < 0.1% |
| 540 | 1 | < 0.1% |
| 549 | 7 | < 0.1% |
| 550 | 125 | |
| 555 | 8 | < 0.1% |
| 570 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 500 | 269 | |
| 520 | 1 | < 0.1% |
| 525 | 1 | < 0.1% |
| 530 | 2 | < 0.1% |
| 540 | 1 | < 0.1% |
| 545 | 1 | < 0.1% |
| 549 | 7 | < 0.1% |
| 550 | 101 | 0.5% |
| 555 | 14 | 0.1% |
| 560 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 500 | 269 | |
| 520 | 1 | < 0.1% |
| 525 | 1 | < 0.1% |
| 530 | 2 | < 0.1% |
| 540 | 1 | < 0.1% |
| 545 | 1 | < 0.1% |
| 549 | 7 | < 0.1% |
| 550 | 101 | 0.6% |
| 555 | 14 | 0.1% |
| 560 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 500 | 260 | |
| 501 | 1 | < 0.1% |
| 510 | 1 | < 0.1% |
| 520 | 1 | < 0.1% |
| 530 | 2 | < 0.1% |
| 540 | 1 | < 0.1% |
| 549 | 7 | < 0.1% |
| 550 | 125 | |
| 555 | 8 | < 0.1% |
| 570 | 1 | < 0.1% |
ab_test
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 1 | 1 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| control |
|---|
| test |
|---|
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 7 | 4 |
| Median length | 7 | 4 |
| Mean length | 7 | 4 |
| Min length | 7 | 4 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 127064 | 78856 |
| Distinct characters | 6 | 3 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | control | test |
| 2nd row | control | test |
| 3rd row | control | test |
| 4th row | control | test |
| 5th row | control | test |
Common Values
| Value | Count | Frequency (%) |
| control | 18152 |
| Value | Count | Frequency (%) |
| test | 19714 |
Length
Common Values (Plot)
AB Control Group
AB Test Group
| Value | Count | Frequency (%) |
| control | 18152 |
| Value | Count | Frequency (%) |
| test | 19714 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 36304 | |
| c | 18152 | |
| n | 18152 | |
| t | 18152 | |
| r | 18152 | |
| l | 18152 |
| Value | Count | Frequency (%) |
| t | 39428 | |
| e | 19714 | |
| s | 19714 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 127064 |
| Value | Count | Frequency (%) |
| Lowercase Letter | 78856 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 36304 | |
| c | 18152 | |
| n | 18152 | |
| t | 18152 | |
| r | 18152 | |
| l | 18152 |
| Value | Count | Frequency (%) |
| t | 39428 | |
| e | 19714 | |
| s | 19714 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 127064 |
| Value | Count | Frequency (%) |
| Latin | 78856 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 36304 | |
| c | 18152 | |
| n | 18152 | |
| t | 18152 | |
| r | 18152 | |
| l | 18152 |
| Value | Count | Frequency (%) |
| t | 39428 | |
| e | 19714 | |
| s | 19714 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127064 |
| Value | Count | Frequency (%) |
| ASCII | 78856 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 36304 | |
| c | 18152 | |
| n | 18152 | |
| t | 18152 | |
| r | 18152 | |
| l | 18152 |
| Value | Count | Frequency (%) |
| t | 39428 | |
| e | 19714 | |
| s | 19714 |
vehicle_type
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 9 | 9 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| limousine | |
|---|---|
| kleinwagen | |
| kombi | |
| bus | |
| cabrio | |
| Other values (4) |
| limousine | |
|---|---|
| kleinwagen | |
| kombi | |
| bus | |
| cabrio | |
| Other values (4) |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 10 | 10 |
| Median length | 9 | 9 |
| Mean length | 7.05184 | 7.0771026 |
| Min length | 3 | 3 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 128005 | 139518 |
| Distinct characters | 19 | 19 |
| Distinct categories | 2 | 2 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | limousine | cabrio |
| 2nd row | kombi | kleinwagen |
| 3rd row | limousine | suv |
| 4th row | kombi | kombi |
| 5th row | limousine | limousine |
Common Values
| Value | Count | Frequency (%) |
| limousine | 5234 | |
| kleinwagen | 3813 | |
| kombi | 3634 | |
| bus | 1688 | 9.3% |
| cabrio | 1342 | 7.4% |
| coupe | 1074 | 5.9% |
| suv | 830 | 4.6% |
| Unknown | 401 | 2.2% |
| andere | 136 | 0.7% |
| Value | Count | Frequency (%) |
| limousine | 5812 | |
| kleinwagen | 4164 | |
| kombi | 3981 | |
| bus | 1811 | 9.2% |
| cabrio | 1369 | 6.9% |
| coupe | 1066 | 5.4% |
| suv | 932 | 4.7% |
| Unknown | 418 | 2.1% |
| andere | 161 | 0.8% |
Length
Common Values (Plot)
AB Control Group
AB Test Group
| Value | Count | Frequency (%) |
| limousine | 5234 | |
| kleinwagen | 3813 | |
| kombi | 3634 | |
| bus | 1688 | 9.3% |
| cabrio | 1342 | 7.4% |
| coupe | 1074 | 5.9% |
| suv | 830 | 4.6% |
| unknown | 401 | 2.2% |
| andere | 136 | 0.7% |
| Value | Count | Frequency (%) |
| limousine | 5812 | |
| kleinwagen | 4164 | |
| kombi | 3981 | |
| bus | 1811 | 9.2% |
| cabrio | 1369 | 6.9% |
| coupe | 1066 | 5.4% |
| suv | 932 | 4.7% |
| unknown | 418 | 2.1% |
| andere | 161 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 19257 | |
| e | 14206 | |
| n | 14199 | |
| o | 11685 | |
| l | 9047 | |
| m | 8868 | |
| u | 8826 | |
| k | 7848 | 6.1% |
| s | 7752 | 6.1% |
| b | 6664 | 5.2% |
| Other values (9) | 19653 |
| Value | Count | Frequency (%) |
| i | 21138 | |
| n | 15555 | |
| e | 15528 | |
| o | 12646 | |
| l | 9976 | |
| m | 9793 | |
| u | 9621 | |
| k | 8563 | |
| s | 8555 | |
| b | 7161 | 5.1% |
| Other values (9) | 20982 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 127604 | |
| Uppercase Letter | 401 | 0.3% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 139100 | |
| Uppercase Letter | 418 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 19257 | |
| e | 14206 | |
| n | 14199 | |
| o | 11685 | |
| l | 9047 | |
| m | 8868 | |
| u | 8826 | |
| k | 7848 | |
| s | 7752 | |
| b | 6664 | 5.2% |
| Other values (8) | 19252 |
| Value | Count | Frequency (%) |
| i | 21138 | |
| n | 15555 | |
| e | 15528 | |
| o | 12646 | |
| l | 9976 | |
| m | 9793 | |
| u | 9621 | |
| k | 8563 | |
| s | 8555 | |
| b | 7161 | 5.1% |
| Other values (8) | 20564 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 401 |
| Value | Count | Frequency (%) |
| U | 418 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 128005 |
| Value | Count | Frequency (%) |
| Latin | 139518 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 19257 | |
| e | 14206 | |
| n | 14199 | |
| o | 11685 | |
| l | 9047 | |
| m | 8868 | |
| u | 8826 | |
| k | 7848 | 6.1% |
| s | 7752 | 6.1% |
| b | 6664 | 5.2% |
| Other values (9) | 19653 |
| Value | Count | Frequency (%) |
| i | 21138 | |
| n | 15555 | |
| e | 15528 | |
| o | 12646 | |
| l | 9976 | |
| m | 9793 | |
| u | 9621 | |
| k | 8563 | |
| s | 8555 | |
| b | 7161 | 5.1% |
| Other values (9) | 20982 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 128005 |
| Value | Count | Frequency (%) |
| ASCII | 139518 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 19257 | |
| e | 14206 | |
| n | 14199 | |
| o | 11685 | |
| l | 9047 | |
| m | 8868 | |
| u | 8826 | |
| k | 7848 | 6.1% |
| s | 7752 | 6.1% |
| b | 6664 | 5.2% |
| Other values (9) | 19653 |
| Value | Count | Frequency (%) |
| i | 21138 | |
| n | 15555 | |
| e | 15528 | |
| o | 12646 | |
| l | 9976 | |
| m | 9793 | |
| u | 9621 | |
| k | 8563 | |
| s | 8555 | |
| b | 7161 | 5.1% |
| Other values (9) | 20982 |
registration_year
Real number (ℝ)
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 66 | 67 |
| Distinct (%) | 0.4% | 0.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 2003.5598 | 2003.5012 |
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1929 | 1930 |
| Maximum | 2016 | 2016 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
Quantile statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1929 | 1930 |
| 5-th percentile | 1994 | 1993 |
| Q1 | 2000 | 2000 |
| median | 2004 | 2004 |
| Q3 | 2008 | 2008 |
| 95-th percentile | 2013 | 2013 |
| Maximum | 2016 | 2016 |
| Range | 87 | 86 |
| Interquartile range (IQR) | 8 | 8 |
Descriptive statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Standard deviation | 6.6718128 | 6.774354 |
| Coefficient of variation (CV) | 0.0033299793 | 0.0033812577 |
| Kurtosis | 7.7015422 | 7.0794329 |
| Mean | 2003.5598 | 2003.5012 |
| Median Absolute Deviation (MAD) | 4 | 4 |
| Skewness | -1.4814918 | -1.5132514 |
| Sum | 36368618 | 39497023 |
| Variance | 44.513086 | 45.891872 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 2006 | 1248 | 6.9% |
| 2005 | 1211 | 6.7% |
| 2003 | 1158 | 6.4% |
| 2001 | 1110 | 6.1% |
| 2002 | 1087 | 6.0% |
| 1999 | 1077 | 5.9% |
| 2004 | 1073 | 5.9% |
| 2000 | 1021 | 5.6% |
| 2007 | 996 | 5.5% |
| 2008 | 959 | 5.3% |
| Other values (56) | 7212 |
| Value | Count | Frequency (%) |
| 2005 | 1355 | 6.9% |
| 2004 | 1237 | 6.3% |
| 2006 | 1213 | 6.2% |
| 1999 | 1185 | 6.0% |
| 2002 | 1172 | 5.9% |
| 2007 | 1156 | 5.9% |
| 2000 | 1147 | 5.8% |
| 2003 | 1118 | 5.7% |
| 2001 | 1114 | 5.7% |
| 2008 | 1027 | 5.2% |
| Other values (57) | 7990 |
| Value | Count | Frequency (%) |
| 1929 | 1 | < 0.1% |
| 1931 | 1 | < 0.1% |
| 1932 | 1 | < 0.1% |
| 1938 | 1 | < 0.1% |
| 1945 | 1 | < 0.1% |
| 1947 | 1 | < 0.1% |
| 1950 | 1 | < 0.1% |
| 1957 | 1 | < 0.1% |
| 1959 | 2 | < 0.1% |
| 1960 | 5 |
| Value | Count | Frequency (%) |
| 1930 | 1 | < 0.1% |
| 1935 | 1 | < 0.1% |
| 1939 | 1 | < 0.1% |
| 1951 | 2 | |
| 1952 | 1 | < 0.1% |
| 1954 | 1 | < 0.1% |
| 1956 | 2 | |
| 1957 | 2 | |
| 1958 | 4 | |
| 1959 | 3 |
| Value | Count | Frequency (%) |
| 1930 | 1 | < 0.1% |
| 1935 | 1 | < 0.1% |
| 1939 | 1 | < 0.1% |
| 1951 | 2 | |
| 1952 | 1 | < 0.1% |
| 1954 | 1 | < 0.1% |
| 1956 | 2 | |
| 1957 | 2 | |
| 1958 | 4 | |
| 1959 | 3 |
| Value | Count | Frequency (%) |
| 1929 | 1 | < 0.1% |
| 1931 | 1 | < 0.1% |
| 1932 | 1 | < 0.1% |
| 1938 | 1 | < 0.1% |
| 1945 | 1 | < 0.1% |
| 1947 | 1 | < 0.1% |
| 1950 | 1 | < 0.1% |
| 1957 | 1 | < 0.1% |
| 1959 | 2 | < 0.1% |
| 1960 | 5 |
transmission
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| manuell | |
|---|---|
| automatik | |
| Unknown | 213 |
| manuell | |
|---|---|
| automatik | |
| Unknown | 253 |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 9 | 9 |
| Median length | 7 | 7 |
| Mean length | 7.4753195 | 7.4671807 |
| Min length | 7 | 7 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 135692 | 147208 |
| Distinct characters | 12 | 12 |
| Distinct categories | 2 | 2 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | automatik | manuell |
| 2nd row | manuell | manuell |
| 3rd row | manuell | automatik |
| 4th row | automatik | manuell |
| 5th row | manuell | manuell |
Common Values
| Value | Count | Frequency (%) |
| manuell | 13625 | |
| automatik | 4314 | 23.8% |
| Unknown | 213 | 1.2% |
| Value | Count | Frequency (%) |
| manuell | 14856 | |
| automatik | 4605 | 23.4% |
| Unknown | 253 | 1.3% |
Length
Common Values (Plot)
AB Control Group
AB Test Group
| Value | Count | Frequency (%) |
| manuell | 13625 | |
| automatik | 4314 | 23.8% |
| unknown | 213 | 1.2% |
| Value | Count | Frequency (%) |
| manuell | 14856 | |
| automatik | 4605 | 23.4% |
| unknown | 253 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 27250 | |
| a | 22253 | |
| m | 17939 | |
| u | 17939 | |
| n | 14264 | |
| e | 13625 | |
| t | 8628 | 6.4% |
| o | 4527 | 3.3% |
| k | 4527 | 3.3% |
| i | 4314 | 3.2% |
| Other values (2) | 426 | 0.3% |
| Value | Count | Frequency (%) |
| l | 29712 | |
| a | 24066 | |
| m | 19461 | |
| u | 19461 | |
| n | 15615 | |
| e | 14856 | |
| t | 9210 | 6.3% |
| o | 4858 | 3.3% |
| k | 4858 | 3.3% |
| i | 4605 | 3.1% |
| Other values (2) | 506 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 135479 | |
| Uppercase Letter | 213 | 0.2% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 146955 | |
| Uppercase Letter | 253 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 27250 | |
| a | 22253 | |
| m | 17939 | |
| u | 17939 | |
| n | 14264 | |
| e | 13625 | |
| t | 8628 | 6.4% |
| o | 4527 | 3.3% |
| k | 4527 | 3.3% |
| i | 4314 | 3.2% |
| Value | Count | Frequency (%) |
| l | 29712 | |
| a | 24066 | |
| m | 19461 | |
| u | 19461 | |
| n | 15615 | |
| e | 14856 | |
| t | 9210 | 6.3% |
| o | 4858 | 3.3% |
| k | 4858 | 3.3% |
| i | 4605 | 3.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 213 |
| Value | Count | Frequency (%) |
| U | 253 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 135692 |
| Value | Count | Frequency (%) |
| Latin | 147208 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 27250 | |
| a | 22253 | |
| m | 17939 | |
| u | 17939 | |
| n | 14264 | |
| e | 13625 | |
| t | 8628 | 6.4% |
| o | 4527 | 3.3% |
| k | 4527 | 3.3% |
| i | 4314 | 3.2% |
| Other values (2) | 426 | 0.3% |
| Value | Count | Frequency (%) |
| l | 29712 | |
| a | 24066 | |
| m | 19461 | |
| u | 19461 | |
| n | 15615 | |
| e | 14856 | |
| t | 9210 | 6.3% |
| o | 4858 | 3.3% |
| k | 4858 | 3.3% |
| i | 4605 | 3.1% |
| Other values (2) | 506 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 135692 |
| Value | Count | Frequency (%) |
| ASCII | 147208 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 27250 | |
| a | 22253 | |
| m | 17939 | |
| u | 17939 | |
| n | 14264 | |
| e | 13625 | |
| t | 8628 | 6.4% |
| o | 4527 | 3.3% |
| k | 4527 | 3.3% |
| i | 4314 | 3.2% |
| Other values (2) | 426 | 0.3% |
| Value | Count | Frequency (%) |
| l | 29712 | |
| a | 24066 | |
| m | 19461 | |
| u | 19461 | |
| n | 15615 | |
| e | 14856 | |
| t | 9210 | 6.3% |
| o | 4858 | 3.3% |
| k | 4858 | 3.3% |
| i | 4605 | 3.1% |
| Other values (2) | 506 | 0.3% |
power_ps
Real number (ℝ)
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 344 | 331 |
| Distinct (%) | 1.9% | 1.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 130.29958 | 129.00457 |
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1 | 3 |
| Maximum | 1399 | 1403 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
Quantile statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1 | 3 |
| 5-th percentile | 58 | 58 |
| Q1 | 86 | 86 |
| median | 116 | 116 |
| Q3 | 160 | 155 |
| 95-th percentile | 239 | 239 |
| Maximum | 1399 | 1403 |
| Range | 1398 | 1400 |
| Interquartile range (IQR) | 74 | 69 |
Descriptive statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Standard deviation | 65.115626 | 64.181775 |
| Coefficient of variation (CV) | 0.4997378 | 0.49751553 |
| Kurtosis | 27.32703 | 30.276162 |
| Mean | 130.29958 | 129.00457 |
| Median Absolute Deviation (MAD) | 34 | 34 |
| Skewness | 2.8517538 | 2.926974 |
| Sum | 2365198 | 2543196 |
| Variance | 4240.0448 | 4119.3002 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 75 | 1155 | 6.4% |
| 150 | 847 | 4.7% |
| 140 | 830 | 4.6% |
| 60 | 748 | 4.1% |
| 116 | 716 | 3.9% |
| 101 | 676 | 3.7% |
| 90 | 653 | 3.6% |
| 170 | 614 | 3.4% |
| 105 | 598 | 3.3% |
| 163 | 386 | 2.1% |
| Other values (334) | 10929 |
| Value | Count | Frequency (%) |
| 75 | 1326 | 6.7% |
| 150 | 929 | 4.7% |
| 140 | 901 | 4.6% |
| 60 | 837 | 4.2% |
| 101 | 797 | 4.0% |
| 116 | 747 | 3.8% |
| 105 | 689 | 3.5% |
| 90 | 678 | 3.4% |
| 170 | 673 | 3.4% |
| 136 | 428 | 2.2% |
| Other values (321) | 11709 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 6 | |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 3 | |
| 20 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 2 | |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 2 | |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 3 | |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 2 | |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 2 | |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 3 | |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 6 | |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 3 | |
| 20 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
model
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 241 | 241 |
| Distinct (%) | 1.3% | 1.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| golf | |
|---|---|
| andere | 1291 |
| 3er | 1083 |
| Unknown | 594 |
| a4 | 552 |
| Other values (236) |
| golf | |
|---|---|
| andere | |
| 3er | 1177 |
| polo | 635 |
| a4 | 601 |
| Other values (236) |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 18 | 18 |
| Median length | 11 | 11 |
| Mean length | 5.1005399 | 5.10769 |
| Min length | 2 | 2 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 92585 | 100693 |
| Distinct characters | 38 | 38 |
| Distinct categories | 4 | 4 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 6 | 6 ? |
| Unique (%) | < 0.1% | < 0.1% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | mondeo | astra |
| 2nd row | 3er | andere |
| 3rd row | i_reihe | xc_reihe |
| 4th row | e_klasse | mondeo |
| 5th row | 1er | a4 |
Common Values
| Value | Count | Frequency (%) |
| golf | 1501 | 8.3% |
| andere | 1291 | 7.1% |
| 3er | 1083 | 6.0% |
| Unknown | 594 | 3.3% |
| a4 | 552 | 3.0% |
| polo | 537 | 3.0% |
| corsa | 531 | 2.9% |
| passat | 510 | 2.8% |
| astra | 494 | 2.7% |
| 5er | 472 | 2.6% |
| Other values (231) | 10587 |
| Value | Count | Frequency (%) |
| golf | 1616 | 8.2% |
| andere | 1427 | 7.2% |
| 3er | 1177 | 6.0% |
| polo | 635 | 3.2% |
| a4 | 601 | 3.0% |
| passat | 601 | 3.0% |
| Unknown | 595 | 3.0% |
| corsa | 567 | 2.9% |
| astra | 546 | 2.8% |
| 5er | 537 | 2.7% |
| Other values (231) | 11412 |
Length
Common Values (Plot)
AB Control Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)AB Test Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)| Value | Count | Frequency (%) |
| golf | 1501 | 8.3% |
| andere | 1291 | 7.1% |
| 3er | 1083 | 6.0% |
| unknown | 594 | 3.3% |
| a4 | 552 | 3.0% |
| polo | 537 | 3.0% |
| corsa | 531 | 2.9% |
| passat | 510 | 2.8% |
| astra | 494 | 2.7% |
| 5er | 472 | 2.6% |
| Other values (231) | 10587 |
| Value | Count | Frequency (%) |
| golf | 1616 | 8.2% |
| andere | 1427 | 7.2% |
| 3er | 1177 | 6.0% |
| polo | 635 | 3.2% |
| a4 | 601 | 3.0% |
| passat | 601 | 3.0% |
| unknown | 595 | 3.0% |
| corsa | 567 | 2.9% |
| astra | 546 | 2.8% |
| 5er | 537 | 2.7% |
| Other values (231) | 11412 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 11166 | |
| e | 10980 | |
| r | 8422 | 9.1% |
| o | 7683 | 8.3% |
| s | 6814 | 7.4% |
| n | 5222 | 5.6% |
| l | 4541 | 4.9% |
| t | 3949 | 4.3% |
| i | 3698 | 4.0% |
| c | 3236 | 3.5% |
| Other values (28) | 26874 |
| Value | Count | Frequency (%) |
| a | 12236 | |
| e | 11985 | |
| r | 9254 | 9.2% |
| o | 8533 | 8.5% |
| s | 7332 | 7.3% |
| n | 5595 | 5.6% |
| l | 4956 | 4.9% |
| t | 4293 | 4.3% |
| i | 4013 | 4.0% |
| c | 3445 | 3.4% |
| Other values (28) | 29051 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 84446 | |
| Decimal Number | 5063 | 5.5% |
| Connector Punctuation | 2482 | 2.7% |
| Uppercase Letter | 594 | 0.6% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 91902 | |
| Decimal Number | 5555 | 5.5% |
| Connector Punctuation | 2641 | 2.6% |
| Uppercase Letter | 595 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 11166 | |
| e | 10980 | |
| r | 8422 | |
| o | 7683 | |
| s | 6814 | 8.1% |
| n | 5222 | 6.2% |
| l | 4541 | 5.4% |
| t | 3949 | 4.7% |
| i | 3698 | 4.4% |
| c | 3236 | 3.8% |
| Other values (16) | 18735 |
| Value | Count | Frequency (%) |
| a | 12236 | |
| e | 11985 | |
| r | 9254 | |
| o | 8533 | |
| s | 7332 | 8.0% |
| n | 5595 | 6.1% |
| l | 4956 | 5.4% |
| t | 4293 | 4.7% |
| i | 4013 | 4.4% |
| c | 3445 | 3.7% |
| Other values (16) | 20260 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2482 |
| Value | Count | Frequency (%) |
| _ | 2641 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1667 | |
| 5 | 738 | |
| 4 | 675 | |
| 1 | 532 | 10.5% |
| 6 | 483 | 9.5% |
| 0 | 331 | 6.5% |
| 2 | 302 | 6.0% |
| 7 | 158 | 3.1% |
| 8 | 102 | 2.0% |
| 9 | 75 | 1.5% |
| Value | Count | Frequency (%) |
| 3 | 1768 | |
| 5 | 818 | |
| 4 | 743 | |
| 1 | 656 | 11.8% |
| 6 | 522 | 9.4% |
| 0 | 388 | 7.0% |
| 2 | 310 | 5.6% |
| 7 | 156 | 2.8% |
| 8 | 100 | 1.8% |
| 9 | 94 | 1.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 594 |
| Value | Count | Frequency (%) |
| U | 595 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 85040 | |
| Common | 7545 | 8.1% |
| Value | Count | Frequency (%) |
| Latin | 92497 | |
| Common | 8196 | 8.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 11166 | |
| e | 10980 | |
| r | 8422 | |
| o | 7683 | 9.0% |
| s | 6814 | 8.0% |
| n | 5222 | 6.1% |
| l | 4541 | 5.3% |
| t | 3949 | 4.6% |
| i | 3698 | 4.3% |
| c | 3236 | 3.8% |
| Other values (17) | 19329 |
| Value | Count | Frequency (%) |
| a | 12236 | |
| e | 11985 | |
| r | 9254 | |
| o | 8533 | |
| s | 7332 | 7.9% |
| n | 5595 | 6.0% |
| l | 4956 | 5.4% |
| t | 4293 | 4.6% |
| i | 4013 | 4.3% |
| c | 3445 | 3.7% |
| Other values (17) | 20855 |
Common
| Value | Count | Frequency (%) |
| _ | 2482 | |
| 3 | 1667 | |
| 5 | 738 | 9.8% |
| 4 | 675 | 8.9% |
| 1 | 532 | 7.1% |
| 6 | 483 | 6.4% |
| 0 | 331 | 4.4% |
| 2 | 302 | 4.0% |
| 7 | 158 | 2.1% |
| 8 | 102 | 1.4% |
| Value | Count | Frequency (%) |
| _ | 2641 | |
| 3 | 1768 | |
| 5 | 818 | 10.0% |
| 4 | 743 | 9.1% |
| 1 | 656 | 8.0% |
| 6 | 522 | 6.4% |
| 0 | 388 | 4.7% |
| 2 | 310 | 3.8% |
| 7 | 156 | 1.9% |
| 8 | 100 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 92585 |
| Value | Count | Frequency (%) |
| ASCII | 100693 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 11166 | |
| e | 10980 | |
| r | 8422 | 9.1% |
| o | 7683 | 8.3% |
| s | 6814 | 7.4% |
| n | 5222 | 5.6% |
| l | 4541 | 4.9% |
| t | 3949 | 4.3% |
| i | 3698 | 4.0% |
| c | 3236 | 3.5% |
| Other values (28) | 26874 |
| Value | Count | Frequency (%) |
| a | 12236 | |
| e | 11985 | |
| r | 9254 | 9.2% |
| o | 8533 | 8.5% |
| s | 7332 | 7.3% |
| n | 5595 | 5.6% |
| l | 4956 | 4.9% |
| t | 4293 | 4.3% |
| i | 4013 | 4.0% |
| c | 3445 | 3.4% |
| Other values (28) | 29051 |
odometer_km
Real number (ℝ)
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 13 | 13 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 124434.22 | 124120.17 |
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 5000 | 5000 |
| Maximum | 150000 | 150000 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
Quantile statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 5000 | 5000 |
| 5-th percentile | 30000 | 40000 |
| Q1 | 100000 | 100000 |
| median | 150000 | 150000 |
| Q3 | 150000 | 150000 |
| 95-th percentile | 150000 | 150000 |
| Maximum | 150000 | 150000 |
| Range | 145000 | 145000 |
| Interquartile range (IQR) | 50000 | 50000 |
Descriptive statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Standard deviation | 39761.312 | 39768.559 |
| Coefficient of variation (CV) | 0.31953679 | 0.32040368 |
| Kurtosis | 0.69777814 | 0.66066029 |
| Mean | 124434.22 | 124120.17 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | -1.3972352 | -1.3775739 |
| Sum | 2.25873 × 109 | 2.446905 × 109 |
| Variance | 1.5809619 × 109 | 1.5815383 × 109 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 150000 | 11333 | |
| 125000 | 1971 | 10.9% |
| 100000 | 820 | 4.5% |
| 90000 | 679 | 3.7% |
| 80000 | 587 | 3.2% |
| 70000 | 533 | 2.9% |
| 60000 | 487 | 2.7% |
| 50000 | 419 | 2.3% |
| 40000 | 394 | 2.2% |
| 30000 | 362 | 2.0% |
| Other values (3) | 567 | 3.1% |
| Value | Count | Frequency (%) |
| 150000 | 12180 | |
| 125000 | 2190 | 11.1% |
| 100000 | 899 | 4.6% |
| 90000 | 756 | 3.8% |
| 80000 | 642 | 3.3% |
| 70000 | 637 | 3.2% |
| 60000 | 544 | 2.8% |
| 50000 | 476 | 2.4% |
| 40000 | 405 | 2.1% |
| 30000 | 367 | 1.9% |
| Other values (3) | 618 | 3.1% |
| Value | Count | Frequency (%) |
| 5000 | 147 | 0.8% |
| 10000 | 90 | 0.5% |
| 20000 | 330 | |
| 30000 | 362 | |
| 40000 | 394 | |
| 50000 | 419 | |
| 60000 | 487 | |
| 70000 | 533 | |
| 80000 | 587 | |
| 90000 | 679 |
| Value | Count | Frequency (%) |
| 5000 | 175 | 0.9% |
| 10000 | 112 | 0.6% |
| 20000 | 331 | |
| 30000 | 367 | |
| 40000 | 405 | |
| 50000 | 476 | |
| 60000 | 544 | |
| 70000 | 637 | |
| 80000 | 642 | |
| 90000 | 756 |
| Value | Count | Frequency (%) |
| 5000 | 175 | 1.0% |
| 10000 | 112 | 0.6% |
| 20000 | 331 | |
| 30000 | 367 | |
| 40000 | 405 | |
| 50000 | 476 | |
| 60000 | 544 | |
| 70000 | 637 | |
| 80000 | 642 | |
| 90000 | 756 |
| Value | Count | Frequency (%) |
| 5000 | 147 | 0.7% |
| 10000 | 90 | 0.5% |
| 20000 | 330 | |
| 30000 | 362 | |
| 40000 | 394 | |
| 50000 | 419 | |
| 60000 | 487 | |
| 70000 | 533 | |
| 80000 | 587 | |
| 90000 | 679 |
registration_month
Real number (ℝ)
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 12 | 12 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 6.3745593 | 6.4173176 |
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1 | 1 |
| Maximum | 12 | 12 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
Quantile statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1 | 1 |
| 5-th percentile | 1 | 1 |
| Q1 | 4 | 4 |
| median | 6 | 6 |
| Q3 | 9 | 9 |
| 95-th percentile | 12 | 12 |
| Maximum | 12 | 12 |
| Range | 11 | 11 |
| Interquartile range (IQR) | 5 | 5 |
Descriptive statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Standard deviation | 3.3433886 | 3.3333668 |
| Coefficient of variation (CV) | 0.52448938 | 0.51943303 |
| Kurtosis | -1.1462828 | -1.1427767 |
| Mean | 6.3745593 | 6.4173176 |
| Median Absolute Deviation (MAD) | 3 | 3 |
| Skewness | 0.11270306 | 0.09005205 |
| Sum | 115711 | 126511 |
| Variance | 11.178248 | 11.111334 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1977 | |
| 6 | 1799 | |
| 5 | 1730 | |
| 4 | 1715 | |
| 7 | 1502 | |
| 10 | 1490 | |
| 12 | 1407 | |
| 9 | 1368 | |
| 11 | 1337 | |
| 8 | 1301 | |
| Other values (2) | 2526 |
| Value | Count | Frequency (%) |
| 3 | 2121 | |
| 6 | 1938 | |
| 4 | 1860 | |
| 5 | 1844 | |
| 7 | 1718 | |
| 10 | 1611 | |
| 9 | 1522 | |
| 11 | 1521 | |
| 12 | 1500 | |
| 8 | 1425 | |
| Other values (2) | 2654 |
| Value | Count | Frequency (%) |
| 1 | 1301 | |
| 2 | 1225 | |
| 3 | 1977 | |
| 4 | 1715 | |
| 5 | 1730 | |
| 6 | 1799 | |
| 7 | 1502 | |
| 8 | 1301 | |
| 9 | 1368 | |
| 10 | 1490 |
| Value | Count | Frequency (%) |
| 1 | 1413 | |
| 2 | 1241 | |
| 3 | 2121 | |
| 4 | 1860 | |
| 5 | 1844 | |
| 6 | 1938 | |
| 7 | 1718 | |
| 8 | 1425 | |
| 9 | 1522 | |
| 10 | 1611 |
| Value | Count | Frequency (%) |
| 1 | 1413 | |
| 2 | 1241 | |
| 3 | 2121 | |
| 4 | 1860 | |
| 5 | 1844 | |
| 6 | 1938 | |
| 7 | 1718 | |
| 8 | 1425 | |
| 9 | 1522 | |
| 10 | 1611 |
| Value | Count | Frequency (%) |
| 1 | 1301 | |
| 2 | 1225 | |
| 3 | 1977 | |
| 4 | 1715 | |
| 5 | 1730 | |
| 6 | 1799 | |
| 7 | 1502 | |
| 8 | 1301 | |
| 9 | 1368 | |
| 10 | 1490 |
fuel_type
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 8 | 8 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| benzin | |
|---|---|
| diesel | |
| Unknown | 642 |
| lpg | 305 |
| cng | 29 |
| Other values (3) | 27 |
| benzin | |
|---|---|
| diesel | |
| Unknown | 643 |
| lpg | 298 |
| cng | 24 |
| Other values (3) | 25 |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 7 | 7 |
| Median length | 6 | 6 |
| Mean length | 5.9802226 | 5.9837172 |
| Min length | 3 | 3 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 108553 | 117963 |
| Distinct characters | 20 | 20 |
| Distinct categories | 2 | 2 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 1 | 0 ? |
| Unique (%) | < 0.1% | 0.0% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | benzin | Unknown |
| 2nd row | diesel | benzin |
| 3rd row | diesel | diesel |
| 4th row | diesel | benzin |
| 5th row | diesel | diesel |
Common Values
| Value | Count | Frequency (%) |
| benzin | 11212 | |
| diesel | 5937 | |
| Unknown | 642 | 3.5% |
| lpg | 305 | 1.7% |
| cng | 29 | 0.2% |
| hybrid | 19 | 0.1% |
| andere | 7 | < 0.1% |
| elektro | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| benzin | 12244 | |
| diesel | 6480 | |
| Unknown | 643 | 3.3% |
| lpg | 298 | 1.5% |
| cng | 24 | 0.1% |
| hybrid | 16 | 0.1% |
| andere | 7 | < 0.1% |
| elektro | 2 | < 0.1% |
Length
Common Values (Plot)
AB Control Group
AB Test Group
| Value | Count | Frequency (%) |
| benzin | 11212 | |
| diesel | 5937 | |
| unknown | 642 | 3.5% |
| lpg | 305 | 1.7% |
| cng | 29 | 0.2% |
| hybrid | 19 | 0.1% |
| andere | 7 | < 0.1% |
| elektro | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| benzin | 12244 | |
| diesel | 6480 | |
| unknown | 643 | 3.3% |
| lpg | 298 | 1.5% |
| cng | 24 | 0.1% |
| hybrid | 16 | 0.1% |
| andere | 7 | < 0.1% |
| elektro | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 24386 | |
| e | 23102 | |
| i | 17168 | |
| b | 11231 | |
| z | 11212 | |
| l | 6243 | 5.8% |
| d | 5963 | 5.5% |
| s | 5937 | 5.5% |
| k | 643 | 0.6% |
| o | 643 | 0.6% |
| Other values (10) | 2025 | 1.9% |
| Value | Count | Frequency (%) |
| n | 26448 | |
| e | 25222 | |
| i | 18740 | |
| b | 12260 | |
| z | 12244 | |
| l | 6780 | 5.7% |
| d | 6503 | 5.5% |
| s | 6480 | 5.5% |
| k | 645 | 0.5% |
| o | 645 | 0.5% |
| Other values (10) | 1996 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 107911 | |
| Uppercase Letter | 642 | 0.6% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 117320 | |
| Uppercase Letter | 643 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 24386 | |
| e | 23102 | |
| i | 17168 | |
| b | 11231 | |
| z | 11212 | |
| l | 6243 | 5.8% |
| d | 5963 | 5.5% |
| s | 5937 | 5.5% |
| k | 643 | 0.6% |
| o | 643 | 0.6% |
| Other values (9) | 1383 | 1.3% |
| Value | Count | Frequency (%) |
| n | 26448 | |
| e | 25222 | |
| i | 18740 | |
| b | 12260 | |
| z | 12244 | |
| l | 6780 | 5.8% |
| d | 6503 | 5.5% |
| s | 6480 | 5.5% |
| k | 645 | 0.5% |
| o | 645 | 0.5% |
| Other values (9) | 1353 | 1.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 642 |
| Value | Count | Frequency (%) |
| U | 643 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 108553 |
| Value | Count | Frequency (%) |
| Latin | 117963 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 24386 | |
| e | 23102 | |
| i | 17168 | |
| b | 11231 | |
| z | 11212 | |
| l | 6243 | 5.8% |
| d | 5963 | 5.5% |
| s | 5937 | 5.5% |
| k | 643 | 0.6% |
| o | 643 | 0.6% |
| Other values (10) | 2025 | 1.9% |
| Value | Count | Frequency (%) |
| n | 26448 | |
| e | 25222 | |
| i | 18740 | |
| b | 12260 | |
| z | 12244 | |
| l | 6780 | 5.7% |
| d | 6503 | 5.5% |
| s | 6480 | 5.5% |
| k | 645 | 0.5% |
| o | 645 | 0.5% |
| Other values (10) | 1996 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 108553 |
| Value | Count | Frequency (%) |
| ASCII | 117963 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 24386 | |
| e | 23102 | |
| i | 17168 | |
| b | 11231 | |
| z | 11212 | |
| l | 6243 | 5.8% |
| d | 5963 | 5.5% |
| s | 5937 | 5.5% |
| k | 643 | 0.6% |
| o | 643 | 0.6% |
| Other values (10) | 2025 | 1.9% |
| Value | Count | Frequency (%) |
| n | 26448 | |
| e | 25222 | |
| i | 18740 | |
| b | 12260 | |
| z | 12244 | |
| l | 6780 | 5.7% |
| d | 6503 | 5.5% |
| s | 6480 | 5.5% |
| k | 645 | 0.5% |
| o | 645 | 0.5% |
| Other values (10) | 1996 | 1.7% |
brand
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 40 | 40 |
| Distinct (%) | 0.2% | 0.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| volkswagen | |
|---|---|
| bmw | |
| mercedes_benz | |
| opel | |
| audi | |
| Other values (35) |
| volkswagen | |
|---|---|
| bmw | |
| mercedes_benz | |
| audi | |
| opel | |
| Other values (35) |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 14 | 14 |
| Median length | 13 | 13 |
| Mean length | 6.7885632 | 6.7504312 |
| Min length | 3 | 3 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 123226 | 133078 |
| Distinct characters | 25 | 25 |
| Distinct categories | 2 | 2 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | ford | opel |
| 2nd row | bmw | fiat |
| 3rd row | hyundai | volvo |
| 4th row | mercedes_benz | ford |
| 5th row | bmw | audi |
Common Values
| Value | Count | Frequency (%) |
| volkswagen | 3846 | |
| bmw | 2133 | |
| mercedes_benz | 1923 | |
| opel | 1757 | |
| audi | 1735 | |
| ford | 1128 | 6.2% |
| renault | 706 | 3.9% |
| peugeot | 552 | 3.0% |
| fiat | 383 | 2.1% |
| seat | 331 | 1.8% |
| Other values (30) | 3658 |
| Value | Count | Frequency (%) |
| volkswagen | 4220 | |
| bmw | 2395 | |
| mercedes_benz | 2012 | |
| audi | 1854 | |
| opel | 1844 | |
| ford | 1232 | 6.2% |
| renault | 825 | 4.2% |
| peugeot | 582 | 3.0% |
| fiat | 453 | 2.3% |
| seat | 381 | 1.9% |
| Other values (30) | 3916 |
Length
Common Values (Plot)
AB Control Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)AB Test Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)| Value | Count | Frequency (%) |
| volkswagen | 3846 | |
| bmw | 2133 | |
| mercedes_benz | 1923 | |
| opel | 1757 | |
| audi | 1735 | |
| ford | 1128 | 6.2% |
| renault | 706 | 3.9% |
| peugeot | 552 | 3.0% |
| fiat | 383 | 2.1% |
| seat | 331 | 1.8% |
| Other values (30) | 3658 |
| Value | Count | Frequency (%) |
| volkswagen | 4220 | |
| bmw | 2395 | |
| mercedes_benz | 2012 | |
| audi | 1854 | |
| opel | 1844 | |
| ford | 1232 | 6.2% |
| renault | 825 | 4.2% |
| peugeot | 582 | 3.0% |
| fiat | 453 | 2.3% |
| seat | 381 | 1.9% |
| Other values (30) | 3916 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16512 | 13.4% |
| a | 10021 | 8.1% |
| o | 9720 | 7.9% |
| s | 8342 | 6.8% |
| n | 8001 | 6.5% |
| l | 6850 | 5.6% |
| w | 6000 | 4.9% |
| d | 5893 | 4.8% |
| m | 5099 | 4.1% |
| r | 4970 | 4.0% |
| Other values (15) | 41818 |
| Value | Count | Frequency (%) |
| e | 17554 | 13.2% |
| a | 10971 | 8.2% |
| o | 10521 | 7.9% |
| s | 8962 | 6.7% |
| n | 8635 | 6.5% |
| l | 7447 | 5.6% |
| w | 6633 | 5.0% |
| d | 6281 | 4.7% |
| m | 5519 | 4.1% |
| r | 5335 | 4.0% |
| Other values (15) | 45220 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 120993 | |
| Connector Punctuation | 2233 | 1.8% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 130750 | |
| Connector Punctuation | 2328 | 1.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16512 | |
| a | 10021 | 8.3% |
| o | 9720 | 8.0% |
| s | 8342 | 6.9% |
| n | 8001 | 6.6% |
| l | 6850 | 5.7% |
| w | 6000 | 5.0% |
| d | 5893 | 4.9% |
| m | 5099 | 4.2% |
| r | 4970 | 4.1% |
| Other values (14) | 39585 |
| Value | Count | Frequency (%) |
| e | 17554 | |
| a | 10971 | 8.4% |
| o | 10521 | 8.0% |
| s | 8962 | 6.9% |
| n | 8635 | 6.6% |
| l | 7447 | 5.7% |
| w | 6633 | 5.1% |
| d | 6281 | 4.8% |
| m | 5519 | 4.2% |
| r | 5335 | 4.1% |
| Other values (14) | 42892 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2233 |
| Value | Count | Frequency (%) |
| _ | 2328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 120993 | |
| Common | 2233 | 1.8% |
| Value | Count | Frequency (%) |
| Latin | 130750 | |
| Common | 2328 | 1.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 16512 | |
| a | 10021 | 8.3% |
| o | 9720 | 8.0% |
| s | 8342 | 6.9% |
| n | 8001 | 6.6% |
| l | 6850 | 5.7% |
| w | 6000 | 5.0% |
| d | 5893 | 4.9% |
| m | 5099 | 4.2% |
| r | 4970 | 4.1% |
| Other values (14) | 39585 |
| Value | Count | Frequency (%) |
| e | 17554 | |
| a | 10971 | 8.4% |
| o | 10521 | 8.0% |
| s | 8962 | 6.9% |
| n | 8635 | 6.6% |
| l | 7447 | 5.7% |
| w | 6633 | 5.1% |
| d | 6281 | 4.8% |
| m | 5519 | 4.2% |
| r | 5335 | 4.1% |
| Other values (14) | 42892 |
Common
| Value | Count | Frequency (%) |
| _ | 2233 |
| Value | Count | Frequency (%) |
| _ | 2328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 123226 |
| Value | Count | Frequency (%) |
| ASCII | 133078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 16512 | 13.4% |
| a | 10021 | 8.1% |
| o | 9720 | 7.9% |
| s | 8342 | 6.8% |
| n | 8001 | 6.5% |
| l | 6850 | 5.6% |
| w | 6000 | 4.9% |
| d | 5893 | 4.8% |
| m | 5099 | 4.1% |
| r | 4970 | 4.0% |
| Other values (15) | 41818 |
| Value | Count | Frequency (%) |
| e | 17554 | 13.2% |
| a | 10971 | 8.2% |
| o | 10521 | 7.9% |
| s | 8962 | 6.7% |
| n | 8635 | 6.5% |
| l | 7447 | 5.6% |
| w | 6633 | 5.0% |
| d | 6281 | 4.7% |
| m | 5519 | 4.1% |
| r | 5335 | 4.0% |
| Other values (15) | 45220 |
unrepaired_damage
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| nein | |
|---|---|
| Unknown | |
| ja | 1407 |
| nein | |
|---|---|
| Unknown | |
| ja | 1481 |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 7 | 7 |
| Median length | 4 | 4 |
| Mean length | 4.1568422 | 4.1859085 |
| Min length | 2 | 2 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 75455 | 82521 |
| Distinct characters | 9 | 9 |
| Distinct categories | 2 | 2 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | Unknown | nein |
| 2nd row | nein | nein |
| 3rd row | nein | ja |
| 4th row | nein | Unknown |
| 5th row | nein | nein |
Common Values
| Value | Count | Frequency (%) |
| nein | 14858 | |
| Unknown | 1887 | 10.4% |
| ja | 1407 | 7.8% |
| Value | Count | Frequency (%) |
| nein | 16024 | |
| Unknown | 2209 | 11.2% |
| ja | 1481 | 7.5% |
Length
Common Values (Plot)
AB Control Group
AB Test Group
| Value | Count | Frequency (%) |
| nein | 14858 | |
| unknown | 1887 | 10.4% |
| ja | 1407 | 7.8% |
| Value | Count | Frequency (%) |
| nein | 16024 | |
| unknown | 2209 | 11.2% |
| ja | 1481 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 35377 | |
| e | 14858 | |
| i | 14858 | |
| U | 1887 | 2.5% |
| k | 1887 | 2.5% |
| o | 1887 | 2.5% |
| w | 1887 | 2.5% |
| j | 1407 | 1.9% |
| a | 1407 | 1.9% |
| Value | Count | Frequency (%) |
| n | 38675 | |
| e | 16024 | |
| i | 16024 | |
| U | 2209 | 2.7% |
| k | 2209 | 2.7% |
| o | 2209 | 2.7% |
| w | 2209 | 2.7% |
| j | 1481 | 1.8% |
| a | 1481 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 73568 | |
| Uppercase Letter | 1887 | 2.5% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 80312 | |
| Uppercase Letter | 2209 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 35377 | |
| e | 14858 | |
| i | 14858 | |
| k | 1887 | 2.6% |
| o | 1887 | 2.6% |
| w | 1887 | 2.6% |
| j | 1407 | 1.9% |
| a | 1407 | 1.9% |
| Value | Count | Frequency (%) |
| n | 38675 | |
| e | 16024 | |
| i | 16024 | |
| k | 2209 | 2.8% |
| o | 2209 | 2.8% |
| w | 2209 | 2.8% |
| j | 1481 | 1.8% |
| a | 1481 | 1.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 1887 |
| Value | Count | Frequency (%) |
| U | 2209 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 75455 |
| Value | Count | Frequency (%) |
| Latin | 82521 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 35377 | |
| e | 14858 | |
| i | 14858 | |
| U | 1887 | 2.5% |
| k | 1887 | 2.5% |
| o | 1887 | 2.5% |
| w | 1887 | 2.5% |
| j | 1407 | 1.9% |
| a | 1407 | 1.9% |
| Value | Count | Frequency (%) |
| n | 38675 | |
| e | 16024 | |
| i | 16024 | |
| U | 2209 | 2.7% |
| k | 2209 | 2.7% |
| o | 2209 | 2.7% |
| w | 2209 | 2.7% |
| j | 1481 | 1.8% |
| a | 1481 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75455 |
| Value | Count | Frequency (%) |
| ASCII | 82521 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 35377 | |
| e | 14858 | |
| i | 14858 | |
| U | 1887 | 2.5% |
| k | 1887 | 2.5% |
| o | 1887 | 2.5% |
| w | 1887 | 2.5% |
| j | 1407 | 1.9% |
| a | 1407 | 1.9% |
| Value | Count | Frequency (%) |
| n | 38675 | |
| e | 16024 | |
| i | 16024 | |
| U | 2209 | 2.7% |
| k | 2209 | 2.7% |
| o | 2209 | 2.7% |
| w | 2209 | 2.7% |
| j | 1481 | 1.8% |
| a | 1481 | 1.8% |
ad_created
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 60 | 48 |
| Distinct (%) | 0.3% | 0.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| 2016-03-15 0:00 | 975 |
|---|---|
| 2016-03-22 0:00 | 848 |
| 2016-03-21 0:00 | 825 |
| 2016-03-31 0:00 | 795 |
| 2016-04-03 0:00 | 776 |
| Other values (55) |
| 2016-03-20 0:00 | 1099 |
|---|---|
| 2016-03-09 0:00 | 910 |
| 2016-04-01 0:00 | 853 |
| 2016-04-04 0:00 | 850 |
| 2016-03-25 0:00 | 848 |
| Other values (43) |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 15 | 15 |
| Median length | 15 | 15 |
| Mean length | 15 | 15 |
| Min length | 15 | 15 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 272280 | 295710 |
| Distinct characters | 13 | 13 |
| Distinct categories | 4 | 4 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 14 | 7 ? |
| Unique (%) | 0.1% | < 0.1% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | 2016-03-23 0:00 | 2016-04-02 0:00 |
| 2nd row | 2016-03-12 0:00 | 2016-03-19 0:00 |
| 3rd row | 2016-03-22 0:00 | 2016-03-09 0:00 |
| 4th row | 2016-04-04 0:00 | 2016-03-26 0:00 |
| 5th row | 2016-03-22 0:00 | 2016-03-29 0:00 |
Common Values
| Value | Count | Frequency (%) |
| 2016-03-15 0:00 | 975 | 5.4% |
| 2016-03-22 0:00 | 848 | 4.7% |
| 2016-03-21 0:00 | 825 | 4.5% |
| 2016-03-31 0:00 | 795 | 4.4% |
| 2016-04-03 0:00 | 776 | 4.3% |
| 2016-03-26 0:00 | 763 | 4.2% |
| 2016-03-07 0:00 | 737 | 4.1% |
| 2016-03-28 0:00 | 731 | 4.0% |
| 2016-03-29 0:00 | 677 | 3.7% |
| 2016-03-14 0:00 | 670 | 3.7% |
| Other values (50) | 10355 |
| Value | Count | Frequency (%) |
| 2016-03-20 0:00 | 1099 | 5.6% |
| 2016-03-09 0:00 | 910 | 4.6% |
| 2016-04-01 0:00 | 853 | 4.3% |
| 2016-04-04 0:00 | 850 | 4.3% |
| 2016-03-25 0:00 | 848 | 4.3% |
| 2016-03-23 0:00 | 805 | 4.1% |
| 2016-03-19 0:00 | 793 | 4.0% |
| 2016-03-11 0:00 | 784 | 4.0% |
| 2016-03-10 0:00 | 779 | 4.0% |
| 2016-03-12 0:00 | 748 | 3.8% |
| Other values (38) | 11245 |
Length
Common Values (Plot)
AB Control Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)AB Test Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)| Value | Count | Frequency (%) |
| 0:00 | 18152 | |
| 2016-03-15 | 975 | 2.7% |
| 2016-03-22 | 848 | 2.3% |
| 2016-03-21 | 825 | 2.3% |
| 2016-03-31 | 795 | 2.2% |
| 2016-04-03 | 776 | 2.1% |
| 2016-03-26 | 763 | 2.1% |
| 2016-03-07 | 737 | 2.0% |
| 2016-03-28 | 731 | 2.0% |
| 2016-03-29 | 677 | 1.9% |
| Other values (51) | 11025 |
| Value | Count | Frequency (%) |
| 0:00 | 19714 | |
| 2016-03-20 | 1099 | 2.8% |
| 2016-03-09 | 910 | 2.3% |
| 2016-04-01 | 853 | 2.2% |
| 2016-04-04 | 850 | 2.2% |
| 2016-03-25 | 848 | 2.2% |
| 2016-03-23 | 805 | 2.0% |
| 2016-03-19 | 793 | 2.0% |
| 2016-03-11 | 784 | 2.0% |
| 2016-03-10 | 779 | 2.0% |
| Other values (39) | 11993 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 97450 | |
| - | 36304 | 13.3% |
| 2 | 26252 | 9.6% |
| 1 | 26196 | 9.6% |
| 6 | 19821 | 7.3% |
| 3 | 18278 | 6.7% |
| 18152 | 6.7% | |
| : | 18152 | 6.7% |
| 4 | 4591 | 1.7% |
| 5 | 2063 | 0.8% |
| Other values (3) | 5021 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 107459 | |
| - | 39428 | 13.3% |
| 2 | 28058 | 9.5% |
| 1 | 27980 | 9.5% |
| 6 | 21137 | 7.1% |
| 19714 | 6.7% | |
| : | 19714 | 6.7% |
| 3 | 19172 | 6.5% |
| 4 | 5679 | 1.9% |
| 9 | 2300 | 0.8% |
| Other values (3) | 5069 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 199672 | |
| Dash Punctuation | 36304 | 13.3% |
| Space Separator | 18152 | 6.7% |
| Other Punctuation | 18152 | 6.7% |
| Value | Count | Frequency (%) |
| Decimal Number | 216854 | |
| Dash Punctuation | 39428 | 13.3% |
| Space Separator | 19714 | 6.7% |
| Other Punctuation | 19714 | 6.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 97450 | |
| 2 | 26252 | 13.1% |
| 1 | 26196 | 13.1% |
| 6 | 19821 | 9.9% |
| 3 | 18278 | 9.2% |
| 4 | 4591 | 2.3% |
| 5 | 2063 | 1.0% |
| 7 | 1861 | 0.9% |
| 8 | 1593 | 0.8% |
| 9 | 1567 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 107459 | |
| 2 | 28058 | 12.9% |
| 1 | 27980 | 12.9% |
| 6 | 21137 | 9.7% |
| 3 | 19172 | 8.8% |
| 4 | 5679 | 2.6% |
| 9 | 2300 | 1.1% |
| 7 | 1842 | 0.8% |
| 5 | 1696 | 0.8% |
| 8 | 1531 | 0.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 36304 |
| Value | Count | Frequency (%) |
| - | 39428 |
Space Separator
| Value | Count | Frequency (%) |
| 18152 |
| Value | Count | Frequency (%) |
| 19714 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 18152 |
| Value | Count | Frequency (%) |
| : | 19714 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272280 |
| Value | Count | Frequency (%) |
| Common | 295710 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 97450 | |
| - | 36304 | 13.3% |
| 2 | 26252 | 9.6% |
| 1 | 26196 | 9.6% |
| 6 | 19821 | 7.3% |
| 3 | 18278 | 6.7% |
| 18152 | 6.7% | |
| : | 18152 | 6.7% |
| 4 | 4591 | 1.7% |
| 5 | 2063 | 0.8% |
| Other values (3) | 5021 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 107459 | |
| - | 39428 | 13.3% |
| 2 | 28058 | 9.5% |
| 1 | 27980 | 9.5% |
| 6 | 21137 | 7.1% |
| 19714 | 6.7% | |
| : | 19714 | 6.7% |
| 3 | 19172 | 6.5% |
| 4 | 5679 | 1.9% |
| 9 | 2300 | 0.8% |
| Other values (3) | 5069 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272280 |
| Value | Count | Frequency (%) |
| ASCII | 295710 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 97450 | |
| - | 36304 | 13.3% |
| 2 | 26252 | 9.6% |
| 1 | 26196 | 9.6% |
| 6 | 19821 | 7.3% |
| 3 | 18278 | 6.7% |
| 18152 | 6.7% | |
| : | 18152 | 6.7% |
| 4 | 4591 | 1.7% |
| 5 | 2063 | 0.8% |
| Other values (3) | 5021 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 107459 | |
| - | 39428 | 13.3% |
| 2 | 28058 | 9.5% |
| 1 | 27980 | 9.5% |
| 6 | 21137 | 7.1% |
| 19714 | 6.7% | |
| : | 19714 | 6.7% |
| 3 | 19172 | 6.5% |
| 4 | 5679 | 1.9% |
| 9 | 2300 | 0.8% |
| Other values (3) | 5069 | 1.7% |
postal_code
Real number (ℝ)
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 5432 | 5669 |
| Distinct (%) | 29.9% | 28.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 51737.157 | 51749.387 |
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1067 | 1067 |
| Maximum | 99998 | 99991 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
Quantile statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Minimum | 1067 | 1067 |
| 5-th percentile | 10246.1 | 10249 |
| Q1 | 31319 | 31515 |
| median | 50934 | 51063 |
| Q3 | 72555 | 72379 |
| 95-th percentile | 93053 | 93051 |
| Maximum | 99998 | 99991 |
| Range | 98931 | 98924 |
| Interquartile range (IQR) | 41236 | 40864 |
Descriptive statistics
| AB Control Group | AB Test Group | |
|---|---|---|
| Standard deviation | 25715.037 | 25603.122 |
| Coefficient of variation (CV) | 0.49703228 | 0.49475217 |
| Kurtosis | -0.98206678 | -0.96838878 |
| Mean | 51737.157 | 51749.387 |
| Median Absolute Deviation (MAD) | 20460 | 20240 |
| Skewness | 0.0011552433 | 0.0074831614 |
| Sum | 9.3913288 × 108 | 1.0201874 × 109 |
| Variance | 6.6126313 × 108 | 6.5551984 × 108 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 10115 | 47 | 0.3% |
| 65428 | 29 | 0.2% |
| 38259 | 21 | 0.1% |
| 38518 | 21 | 0.1% |
| 45888 | 19 | 0.1% |
| 53757 | 18 | 0.1% |
| 32257 | 18 | 0.1% |
| 65719 | 18 | 0.1% |
| 47877 | 17 | 0.1% |
| 78224 | 17 | 0.1% |
| Other values (5422) | 17927 |
| Value | Count | Frequency (%) |
| 10115 | 57 | 0.3% |
| 65428 | 31 | 0.2% |
| 60311 | 22 | 0.1% |
| 44145 | 22 | 0.1% |
| 44339 | 21 | 0.1% |
| 33378 | 20 | 0.1% |
| 13357 | 20 | 0.1% |
| 40764 | 19 | 0.1% |
| 45329 | 19 | 0.1% |
| 14612 | 18 | 0.1% |
| Other values (5659) | 19465 |
| Value | Count | Frequency (%) |
| 1067 | 5 | |
| 1068 | 1 | < 0.1% |
| 1069 | 2 | < 0.1% |
| 1097 | 1 | < 0.1% |
| 1099 | 5 | |
| 1109 | 2 | < 0.1% |
| 1127 | 1 | < 0.1% |
| 1129 | 2 | < 0.1% |
| 1139 | 3 | |
| 1156 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1067 | 7 | |
| 1069 | 4 | |
| 1097 | 2 | < 0.1% |
| 1099 | 7 | |
| 1109 | 4 | |
| 1127 | 2 | < 0.1% |
| 1129 | 3 | |
| 1139 | 2 | < 0.1% |
| 1156 | 2 | < 0.1% |
| 1157 | 3 |
| Value | Count | Frequency (%) |
| 1067 | 7 | |
| 1069 | 4 | |
| 1097 | 2 | < 0.1% |
| 1099 | 7 | |
| 1109 | 4 | |
| 1127 | 2 | < 0.1% |
| 1129 | 3 | |
| 1139 | 2 | < 0.1% |
| 1156 | 2 | < 0.1% |
| 1157 | 3 |
| Value | Count | Frequency (%) |
| 1067 | 5 | |
| 1068 | 1 | < 0.1% |
| 1069 | 2 | < 0.1% |
| 1097 | 1 | < 0.1% |
| 1099 | 5 | |
| 1109 | 2 | < 0.1% |
| 1127 | 1 | < 0.1% |
| 1129 | 2 | < 0.1% |
| 1139 | 3 | |
| 1156 | 1 | < 0.1% |
last_seen
Categorical
| AB Control Group | AB Test Group | |
|---|---|---|
| Distinct | 5765 | 6068 |
| Distinct (%) | 31.8% | 30.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 283.6 KiB | 308.0 KiB |
| 2016-04-06 7:45 | 66 |
|---|---|
| 2016-04-05 23:17 | 61 |
| 2016-04-06 4:17 | 61 |
| 2016-04-06 12:17 | 60 |
| 2016-04-07 5:16 | 60 |
| Other values (5760) |
| 2016-04-06 17:45 | 59 |
|---|---|
| 2016-04-07 0:45 | 58 |
| 2016-04-06 22:16 | 58 |
| 2016-04-06 9:16 | 57 |
| 2016-04-07 7:16 | 56 |
| Other values (6063) |
Length
| AB Control Group | AB Test Group | |
|---|---|---|
| Max length | 16 | 16 |
| Median length | 16 | 16 |
| Mean length | 15.607041 | 15.630415 |
| Min length | 15 | 15 |
Characters and Unicode
| AB Control Group | AB Test Group | |
|---|---|---|
| Total characters | 283299 | 308138 |
| Distinct characters | 13 | 13 |
| Distinct categories | 4 | 4 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| AB Control Group | AB Test Group | |
|---|---|---|
| Unique | 3102 | 3115 ? |
| Unique (%) | 17.1% | 15.8% |
Sample
| AB Control Group | AB Test Group | |
|---|---|---|
| 1st row | 2016-03-26 12:47 | 2016-04-06 13:17 |
| 2nd row | 2016-04-06 20:19 | 2016-04-07 7:15 |
| 3rd row | 2016-03-31 11:46 | 2016-03-16 5:46 |
| 4th row | 2016-04-06 12:46 | 2016-03-26 15:55 |
| 5th row | 2016-04-06 0:46 | 2016-03-29 14:47 |
Common Values
| Value | Count | Frequency (%) |
| 2016-04-06 7:45 | 66 | 0.4% |
| 2016-04-05 23:17 | 61 | 0.3% |
| 2016-04-06 4:17 | 61 | 0.3% |
| 2016-04-06 12:17 | 60 | 0.3% |
| 2016-04-07 5:16 | 60 | 0.3% |
| 2016-04-06 3:45 | 59 | 0.3% |
| 2016-04-06 15:16 | 59 | 0.3% |
| 2016-04-06 14:17 | 59 | 0.3% |
| 2016-04-07 12:45 | 57 | 0.3% |
| 2016-04-06 2:45 | 55 | 0.3% |
| Other values (5755) | 17555 |
| Value | Count | Frequency (%) |
| 2016-04-06 17:45 | 59 | 0.3% |
| 2016-04-07 0:45 | 58 | 0.3% |
| 2016-04-06 22:16 | 58 | 0.3% |
| 2016-04-06 9:16 | 57 | 0.3% |
| 2016-04-07 7:16 | 56 | 0.3% |
| 2016-04-05 20:45 | 54 | 0.3% |
| 2016-04-06 15:46 | 54 | 0.3% |
| 2016-04-06 16:17 | 53 | 0.3% |
| 2016-04-06 17:16 | 51 | 0.3% |
| 2016-04-06 10:17 | 51 | 0.3% |
| Other values (6058) | 19163 |
Length
Common Values (Plot)
AB Control Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)AB Test Group
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)| Value | Count | Frequency (%) |
| 2016-04-06 | 4465 | 12.3% |
| 2016-04-07 | 2462 | 6.8% |
| 2016-04-05 | 2145 | 5.9% |
| 2016-03-17 | 525 | 1.4% |
| 2016-03-31 | 487 | 1.3% |
| 2016-04-04 | 480 | 1.3% |
| 2016-04-02 | 475 | 1.3% |
| 2016-04-03 | 450 | 1.2% |
| 2016-03-29 | 426 | 1.2% |
| 2016-03-22 | 407 | 1.1% |
| Other values (835) | 23982 |
| Value | Count | Frequency (%) |
| 2016-04-06 | 4233 | 10.7% |
| 2016-04-05 | 2832 | 7.2% |
| 2016-04-07 | 2681 | 6.8% |
| 2016-04-03 | 527 | 1.3% |
| 2016-03-12 | 517 | 1.3% |
| 2016-03-17 | 509 | 1.3% |
| 2016-04-04 | 509 | 1.3% |
| 2016-04-01 | 493 | 1.3% |
| 2016-03-30 | 464 | 1.2% |
| 2016-04-02 | 453 | 1.1% |
| Other values (846) | 26210 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 51094 | |
| 1 | 40773 | |
| - | 36304 | |
| 6 | 29660 | |
| 2 | 28199 | |
| 4 | 24144 | |
| 18152 | 6.4% | |
| : | 18152 | 6.4% |
| 3 | 12041 | 4.3% |
| 5 | 9465 | 3.3% |
| Other values (3) | 15315 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 55690 | |
| 1 | 44357 | |
| - | 39428 | |
| 6 | 31553 | |
| 2 | 31440 | |
| 4 | 25949 | |
| 19714 | 6.4% | |
| : | 19714 | 6.4% |
| 3 | 13134 | 4.3% |
| 5 | 10650 | 3.5% |
| Other values (3) | 16509 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 210691 | |
| Dash Punctuation | 36304 | 12.8% |
| Space Separator | 18152 | 6.4% |
| Other Punctuation | 18152 | 6.4% |
| Value | Count | Frequency (%) |
| Decimal Number | 229282 | |
| Dash Punctuation | 39428 | 12.8% |
| Space Separator | 19714 | 6.4% |
| Other Punctuation | 19714 | 6.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 51094 | |
| 1 | 40773 | |
| 6 | 29660 | |
| 2 | 28199 | |
| 4 | 24144 | |
| 3 | 12041 | 5.7% |
| 5 | 9465 | 4.5% |
| 7 | 8620 | 4.1% |
| 8 | 3702 | 1.8% |
| 9 | 2993 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 55690 | |
| 1 | 44357 | |
| 6 | 31553 | |
| 2 | 31440 | |
| 4 | 25949 | |
| 3 | 13134 | 5.7% |
| 5 | 10650 | 4.6% |
| 7 | 9355 | 4.1% |
| 8 | 3909 | 1.7% |
| 9 | 3245 | 1.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 36304 |
| Value | Count | Frequency (%) |
| - | 39428 |
Space Separator
| Value | Count | Frequency (%) |
| 18152 |
| Value | Count | Frequency (%) |
| 19714 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 18152 |
| Value | Count | Frequency (%) |
| : | 19714 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 283299 |
| Value | Count | Frequency (%) |
| Common | 308138 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 51094 | |
| 1 | 40773 | |
| - | 36304 | |
| 6 | 29660 | |
| 2 | 28199 | |
| 4 | 24144 | |
| 18152 | 6.4% | |
| : | 18152 | 6.4% |
| 3 | 12041 | 4.3% |
| 5 | 9465 | 3.3% |
| Other values (3) | 15315 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 55690 | |
| 1 | 44357 | |
| - | 39428 | |
| 6 | 31553 | |
| 2 | 31440 | |
| 4 | 25949 | |
| 19714 | 6.4% | |
| : | 19714 | 6.4% |
| 3 | 13134 | 4.3% |
| 5 | 10650 | 3.5% |
| Other values (3) | 16509 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 283299 |
| Value | Count | Frequency (%) |
| ASCII | 308138 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 51094 | |
| 1 | 40773 | |
| - | 36304 | |
| 6 | 29660 | |
| 2 | 28199 | |
| 4 | 24144 | |
| 18152 | 6.4% | |
| : | 18152 | 6.4% |
| 3 | 12041 | 4.3% |
| 5 | 9465 | 3.3% |
| Other values (3) | 15315 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 55690 | |
| 1 | 44357 | |
| - | 39428 | |
| 6 | 31553 | |
| 2 | 31440 | |
| 4 | 25949 | |
| 19714 | 6.4% | |
| : | 19714 | 6.4% |
| 3 | 13134 | 4.3% |
| 5 | 10650 | 3.5% |
| Other values (3) | 16509 | 5.4% |
AB Control Group
AB Test Group
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AB Control Group
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AB Test Group
AB Control Group
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AB Control Group
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Auto
- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
AB Control Group
AB Test Group
Spearman's ρ
To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
AB Control Group
AB Test Group
Pearson's r
To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
AB Control Group
AB Test Group
Kendall's τ
To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
AB Control Group
AB Test Group
Cramér's V (φc)
AB Control Group
AB Test Group
Phik (φk)
AB Control Group
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| Unnamed: 0 | date_crawled | car_name | price_EUR | ab_test | vehicle_type | registration_year | transmission | power_ps | model | odometer_km | registration_month | fuel_type | brand | unrepaired_damage | ad_created | postal_code | last_seen | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | 6 | 2016-03-23 19:43 | Ford_Mondeo_V6_170_PS | 550 | control | limousine | 1999 | automatik | 170 | mondeo | 150000 | 6 | benzin | ford | Unknown | 2016-03-23 0:00 | 25451 | 2016-03-26 12:47 |
| 6 | 7 | 2016-03-12 13:46 | BMW_320d_DPF_Touring | 10400 | control | kombi | 2008 | manuell | 177 | 3er | 125000 | 5 | diesel | bmw | nein | 2016-03-12 0:00 | 94107 | 2016-04-06 20:19 |
| 10 | 15 | 2016-03-22 14:50 | Hyundai_i30_1.6_CRDi_Edition_20 | 7990 | control | limousine | 2012 | manuell | 90 | i_reihe | 60000 | 6 | diesel | hyundai | nein | 2016-03-22 0:00 | 66701 | 2016-03-31 11:46 |
| 11 | 16 | 2016-04-04 11:50 | Mercedes_Benz_E_320_T_CDI_Avantgarde__Vollausstattung | 3800 | control | kombi | 2000 | automatik | 197 | e_klasse | 150000 | 2 | diesel | mercedes_benz | nein | 2016-04-04 0:00 | 49832 | 2016-04-06 12:46 |
| 12 | 18 | 2016-03-22 11:59 | BMW_120d_DPF_Bus._Navi__Harman&Kardon__Schiebedach | 13999 | control | limousine | 2010 | manuell | 177 | 1er | 70000 | 12 | diesel | bmw | nein | 2016-03-22 0:00 | 91220 | 2016-04-06 0:46 |
| 13 | 20 | 2016-03-17 17:42 | Ford_Streetka_1.6l___95_PS | 1350 | control | cabrio | 2004 | manuell | 95 | ka | 150000 | 7 | benzin | ford | Unknown | 2016-03-17 0:00 | 25436 | 2016-03-17 17:42 |
| 14 | 21 | 2016-03-08 0:53 | Audi_TT_Coupe_1.8_T | 3250 | control | coupe | 1999 | manuell | 179 | tt | 150000 | 4 | benzin | audi | nein | 2016-03-08 0:00 | 70599 | 2016-04-05 23:44 |
| 15 | 22 | 2016-03-29 19:51 | Bmw_525..panoramadach..voll_leder.Tausch_moglich_mit_7_sitzer. | 6950 | control | kombi | 2006 | automatik | 177 | Unknown | 150000 | 6 | diesel | bmw | nein | 2016-03-29 0:00 | 49497 | 2016-04-06 6:15 |
| 16 | 25 | 2016-03-21 14:39 | Volkswagen_Golf_Plus_1.4_Comfortline | 3750 | control | bus | 2005 | manuell | 75 | golf | 150000 | 5 | benzin | volkswagen | nein | 2016-03-21 0:00 | 44149 | 2016-03-21 14:39 |
| 17 | 30 | 2016-03-21 12:50 | VOLVO_V70_!!!_2_5_Liter_5_Zylinder_TÜV_bis_01/2018__8fach_bereift | 2100 | control | kombi | 1998 | manuell | 144 | v70 | 150000 | 10 | benzin | volvo | nein | 2016-03-21 0:00 | 32683 | 2016-04-06 7:45 |
AB Test Group
| Unnamed: 0 | date_crawled | car_name | price_EUR | ab_test | vehicle_type | registration_year | transmission | power_ps | model | odometer_km | registration_month | fuel_type | brand | unrepaired_damage | ad_created | postal_code | last_seen | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2016-04-02 14:51 | Astra_G_Cabrio_Turbo_235_PS | 5200 | test | cabrio | 2002 | manuell | 235 | astra | 125000 | 5 | Unknown | opel | nein | 2016-04-02 0:00 | 47652 | 2016-04-06 13:17 |
| 1 | 2 | 2016-03-19 18:36 | Fiat_Grande_Punto_1.2_8V__MIT_2_JAHREN_GARANTIE | 3400 | test | kleinwagen | 2006 | manuell | 65 | andere | 125000 | 5 | benzin | fiat | nein | 2016-03-19 0:00 | 66538 | 2016-04-07 7:15 |
| 2 | 3 | 2016-03-09 20:59 | Volvo_XC60_D5_AWD_Aut. | 5200 | test | suv | 2009 | automatik | 220 | xc_reihe | 150000 | 3 | diesel | volvo | ja | 2016-03-09 0:00 | 72762 | 2016-03-16 5:46 |
| 3 | 4 | 2016-03-26 15:55 | Kombi_Technisch_super_in_Schuss | 750 | test | kombi | 2000 | manuell | 112 | mondeo | 150000 | 12 | benzin | ford | Unknown | 2016-03-26 0:00 | 39446 | 2016-03-26 15:55 |
| 4 | 5 | 2016-03-29 14:47 | Audi_A4_1.9_TDI_quattro_Delphingrau | 3522 | test | limousine | 2004 | manuell | 131 | a4 | 150000 | 7 | diesel | audi | nein | 2016-03-29 0:00 | 51373 | 2016-03-29 14:47 |
| 7 | 12 | 2016-03-30 18:37 | BMW_318i_dunkelblau | 2499 | test | kombi | 2000 | manuell | 118 | 3er | 150000 | 1 | benzin | bmw | nein | 2016-03-30 0:00 | 4463 | 2016-04-03 8:47 |
| 8 | 13 | 2016-03-26 2:57 | Cadillac_CTS_3.6_V6_Sport_Wagon_AWD___SPORT__LUXURY | 14500 | test | kombi | 2011 | automatik | 311 | Unknown | 150000 | 7 | benzin | sonstige_autos | nein | 2016-03-26 0:00 | 22305 | 2016-04-05 19:47 |
| 9 | 14 | 2016-03-22 1:49 | VW_passat | 2100 | test | limousine | 1998 | manuell | 101 | passat | 150000 | 1 | benzin | volkswagen | nein | 2016-03-21 0:00 | 18273 | 2016-03-29 7:16 |
| 18 | 33 | 2016-03-30 13:57 | Renault__Mit_Scheckheft_org.86_Tkm | 1699 | test | kleinwagen | 2002 | manuell | 75 | twingo | 90000 | 5 | benzin | renault | nein | 2016-03-30 0:00 | 24539 | 2016-04-07 5:15 |
| 19 | 35 | 2016-03-11 23:53 | Ford_Galaxy_16V_GLX | 999 | test | bus | 1998 | manuell | 145 | galaxy | 150000 | 10 | benzin | ford | nein | 2016-03-11 0:00 | 85290 | 2016-03-18 0:44 |
AB Control Group
| Unnamed: 0 | date_crawled | car_name | price_EUR | ab_test | vehicle_type | registration_year | transmission | power_ps | model | odometer_km | registration_month | fuel_type | brand | unrepaired_damage | ad_created | postal_code | last_seen | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37845 | 49973 | 2016-03-25 14:52 | Opel_Corsa_1.2_16V_ecoFLEX_Easytroni_Color_Stripes | 4199 | control | kleinwagen | 2011 | Unknown | 86 | corsa | 150000 | 10 | benzin | opel | nein | 2016-03-25 0:00 | 13589 | 2016-03-28 14:18 |
| 37846 | 49974 | 2016-03-30 9:54 | BMW_316_mit_TÜV_bis_Mai_2017_Top_Zustand.. | 1600 | control | limousine | 1996 | manuell | 102 | 3er | 150000 | 6 | benzin | bmw | Unknown | 2016-03-30 0:00 | 1067 | 2016-04-07 0:17 |
| 37848 | 49976 | 2016-03-12 9:48 | Smart_CDI_Gruene_Plakette_TÜV_NEU_!!! | 1799 | control | coupe | 2000 | automatik | 41 | fortwo | 150000 | 12 | diesel | smart | nein | 2016-03-12 0:00 | 41516 | 2016-03-14 17:45 |
| 37853 | 49983 | 2016-03-17 13:51 | Opel_Astra_2.2_16V_Coupe | 3300 | control | coupe | 2000 | manuell | 147 | astra | 150000 | 8 | benzin | opel | nein | 2016-03-17 0:00 | 59368 | 2016-04-06 20:17 |
| 37855 | 49985 | 2016-04-04 10:53 | Mercedes_Benz_A_150_Classic_/_Klima_/_Scheckheft_/_AHK | 5600 | control | limousine | 2007 | manuell | 95 | a_klasse | 125000 | 11 | benzin | mercedes_benz | nein | 2016-04-04 0:00 | 44227 | 2016-04-06 12:17 |
| 37857 | 49987 | 2016-04-01 18:49 | Verkaufe_Renault_Laguna_3_Grandtour_mit_Frontschaden | 4950 | control | kombi | 2008 | manuell | 110 | laguna | 125000 | 9 | diesel | renault | ja | 2016-04-01 0:00 | 37441 | 2016-04-01 18:49 |
| 37860 | 49993 | 2016-03-21 16:51 | BMW_316i_compact | 1200 | control | limousine | 1997 | manuell | 102 | 3er | 150000 | 7 | benzin | bmw | ja | 2016-03-21 0:00 | 54293 | 2016-04-06 16:45 |
| 37862 | 49995 | 2016-03-10 0:59 | Toyota_RAV_4_2.2D_110_kw | 6590 | control | suv | 2010 | manuell | 150 | rav | 150000 | 6 | diesel | toyota | nein | 2016-03-09 0:00 | 66871 | 2016-03-10 8:42 |
| 37863 | 49996 | 2016-03-06 17:46 | Mercedes_190e_W201 | 1250 | control | limousine | 1991 | manuell | 120 | c_klasse | 150000 | 1 | benzin | mercedes_benz | nein | 2016-03-06 0:00 | 25560 | 2016-04-06 6:16 |
| 37865 | 49998 | 2016-03-13 8:47 | FIAT_PUNTO_1.2___16V__SPORTING___TÜV_neu__ | 999 | control | kleinwagen | 1998 | manuell | 85 | punto | 150000 | 1 | benzin | fiat | nein | 2016-03-13 0:00 | 24857 | 2016-03-14 9:45 |
AB Test Group
| Unnamed: 0 | date_crawled | car_name | price_EUR | ab_test | vehicle_type | registration_year | transmission | power_ps | model | odometer_km | registration_month | fuel_type | brand | unrepaired_damage | ad_created | postal_code | last_seen | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37849 | 49979 | 2016-04-01 17:44 | Audi_Cabriolet_1.8 | 3750 | test | cabrio | 1998 | manuell | 125 | andere | 150000 | 5 | benzin | audi | nein | 2016-04-01 0:00 | 90766 | 2016-04-05 12:47 |
| 37850 | 49980 | 2016-03-28 16:38 | Mercedes_Benz_CLA_250_7G_DCT_AMG_Line | 34750 | test | coupe | 2013 | automatik | 211 | andere | 30000 | 8 | benzin | mercedes_benz | nein | 2016-03-28 0:00 | 67659 | 2016-04-06 21:44 |
| 37851 | 49981 | 2016-03-09 21:50 | Audi_A6_2.4 | 11990 | test | limousine | 2007 | manuell | 177 | a6 | 30000 | 5 | benzin | audi | nein | 2016-03-09 0:00 | 38350 | 2016-03-17 6:16 |
| 37852 | 49982 | 2016-03-28 16:51 | Volkswagen_Multivan_DSG_Startline | 25900 | test | bus | 2012 | automatik | 140 | transporter | 125000 | 3 | diesel | volkswagen | nein | 2016-03-28 0:00 | 36448 | 2016-03-30 8:16 |
| 37854 | 49984 | 2016-03-27 7:57 | Mercedes_Benz_E280_CDI | 7000 | test | limousine | 2004 | automatik | 177 | e_klasse | 150000 | 8 | diesel | mercedes_benz | Unknown | 2016-03-27 0:00 | 68309 | 2016-04-07 5:17 |
| 37856 | 49986 | 2016-04-03 15:36 | Audi_A3_1.6_Attraction | 4750 | test | limousine | 2004 | manuell | 102 | a3 | 150000 | 4 | benzin | audi | nein | 2016-04-03 0:00 | 52152 | 2016-04-05 14:44 |
| 37858 | 49988 | 2016-03-09 16:55 | Mercedes_Benz_G_290_Offroad_Ausbau | 26500 | test | suv | 1996 | manuell | 95 | g_klasse | 150000 | 9 | diesel | mercedes_benz | nein | 2016-03-09 0:00 | 73733 | 2016-04-07 6:45 |
| 37859 | 49991 | 2016-03-30 18:43 | Audi_A3_1.6_Liter_TOP! | 4650 | test | limousine | 2004 | manuell | 150 | a3 | 150000 | 3 | benzin | audi | nein | 2016-03-30 0:00 | 58256 | 2016-04-07 9:45 |
| 37861 | 49994 | 2016-03-13 12:41 | Mercedes_Benz_Vaneo_CDI_1.7_Family | 3000 | test | bus | 2002 | manuell | 91 | andere | 150000 | 3 | diesel | mercedes_benz | nein | 2016-03-13 0:00 | 96268 | 2016-04-06 15:17 |
| 37864 | 49997 | 2016-03-09 0:56 | Peugeot_Boxer_HDi_335_L2H2_verglast | 12500 | test | bus | 2011 | manuell | 120 | andere | 125000 | 6 | diesel | peugeot | nein | 2016-03-09 0:00 | 69123 | 2016-03-11 12:17 |
AB Control Group
| Unnamed: 0 | date_crawled | car_name | price_EUR | ab_test | vehicle_type | registration_year | transmission | power_ps | model | odometer_km | registration_month | fuel_type | brand | unrepaired_damage | ad_created | postal_code | last_seen | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||||||||||
AB Test Group
| Unnamed: 0 | date_crawled | car_name | price_EUR | ab_test | vehicle_type | registration_year | transmission | power_ps | model | odometer_km | registration_month | fuel_type | brand | unrepaired_damage | ad_created | postal_code | last_seen | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||||||||||